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zo|y-IA045D?eVh>fb}eO%fnyJO&MS_6YspvQOo>|hC!yO35tT&6hAd(wUnE(Wcl@R zpc)n5jk*M;HMg%jU2(qfBiYT-p?5hqpF6&Emo2XDeyFXz6?OA?0=94|%_iaZ)V5J~ z)1f2HnA=KK4DAInp?(3^Kw?oj+sA(*_DfA@rH>riNpVA%Tnk3)*C1t@-#JU{-2nA@ zNt*daw|7xWg>FCYh38$I8ij@exsXusOrRn*1%h(OmLh(#d{CGB`o>*QWm- zl(R7XfqYhpEB`&xMQP`ysw8+EWr>UGEXGkMqE}JLFMMwMD>2meR+7I?lHe1Bdz!|0 z=1Z!rL_J@Bm;Myq!;4&v+mC z_2^@69YHjfTd%BNC{^B?KOPY`Q7)Wy>3EX!zLNV1N#)D6EBQk<6?$Vj>LNHLZ{2Xd zu*nK`ffLg8!UX-RvB7=K)}!JCLAkimn?Y#J#?*wIwsQ7syM)k=Bzt=;vM>24-NNAQ z=peLMLUr2Y|Mv`OQ5K(+*vPX8ZB0s;u#Vn_ZBhOduJccrcs-)b0OQznm>i^MK}IMr zQi$0r*iM^$1?3Us#@p7HUQa(0w+$7Z*0312_nb*fpTE!K0Fk_3#wohYYuqpf3|&^@|||+R+HqG4lu1cd|u#*eM~)OtJhb zxGR?JdV@T43j;Lc*$^fYVjmWqysQUFp@UjDtqcBz5CV+NFMcyR$VuH*g&U_jEn958 zz`mCE1Lv5L2Z91g^)xNKYZ@Nx;70)167MWlqY=|JOrc{gx+dOFqL_9|gu0$l=YI~8 z{0v6WmH_#RhAdvwG1J0s0dXV>mEXqafX*Ep43=TFYgq(lt}zA$fnD)&OgWX56@qyxkxI7w7ejB-b6sY-j zvodVIUNy0BtLOg*3$P>YAsmaN1AQfIpXX2Zl(XClh#@JZD@o@Cy8Zr5UJw-3CCeVf zyq>7ed&*TA{T1ycYIt99(P$$NvGmfzSjz6n+J(fjLt?k+my}YBF?Sj4n98zq$omR{=^&uCu|-mU@Sm>aS`c{`Y-m14U)JWJoI{nH{%uzLlV`0dI&>8QXx^1Oc8DJc!?<#DJ=(=Vtrt* z>5wX-1i9#EDQ(Zl($(2;7aLAZG~3Axv82>?Iv8j}f*@6{1%9{}=gxb6!r- P{)v%5w1bxa{PBMP{#akc From fb4166419ae48e942be2b43bb042579a444de299 Mon Sep 17 00:00:00 2001 From: lyuwenyu Date: Thu, 19 Aug 2021 11:02:30 +0800 Subject: [PATCH 03/40] using ppcls pretrained --- hubconf.py | 151 +++++++++++++++++------------------------------------ 1 file changed, 47 insertions(+), 104 deletions(-) diff --git a/hubconf.py b/hubconf.py index eb114bc20..d615a905d 100644 --- a/hubconf.py +++ b/hubconf.py @@ -63,9 +63,8 @@ with _SysPathG( Returns: model: nn.Layer. Specific `AlexNet` model depends on args. """ + kwargs.update({'pretrained': pretrained}) model = backbone.AlexNet(**kwargs) - if pretrained: - model = _load_pretrained_parameters(model, 'AlexNet') return model @@ -80,9 +79,8 @@ with _SysPathG( Returns: model: nn.Layer. Specific `VGG11` model depends on args. """ + kwargs.update({'pretrained': pretrained}) model = backbone.VGG11(**kwargs) - if pretrained: - model = _load_pretrained_parameters(model, 'VGG11') return model @@ -97,9 +95,8 @@ with _SysPathG( Returns: model: nn.Layer. Specific `VGG13` model depends on args. """ + kwargs.update({'pretrained': pretrained}) model = backbone.VGG13(**kwargs) - if pretrained: - model = _load_pretrained_parameters(model, 'VGG13') return model @@ -114,9 +111,8 @@ with _SysPathG( Returns: model: nn.Layer. Specific `VGG16` model depends on args. """ + kwargs.update({'pretrained': pretrained}) model = backbone.VGG16(**kwargs) - if pretrained: - model = _load_pretrained_parameters(model, 'VGG16') return model @@ -131,9 +127,8 @@ with _SysPathG( Returns: model: nn.Layer. Specific `VGG19` model depends on args. """ + kwargs.update({'pretrained': pretrained}) model = backbone.VGG19(**kwargs) - if pretrained: - model = _load_pretrained_parameters(model, 'VGG19') return model @@ -149,9 +144,8 @@ with _SysPathG( Returns: model: nn.Layer. Specific `ResNet18` model depends on args. """ + kwargs.update({'pretrained': pretrained}) model = backbone.ResNet18(**kwargs) - if pretrained: - model = _load_pretrained_parameters(model, 'ResNet18') return model @@ -167,9 +161,8 @@ with _SysPathG( Returns: model: nn.Layer. Specific `ResNet34` model depends on args. """ + kwargs.update({'pretrained': pretrained}) model = backbone.ResNet34(**kwargs) - if pretrained: - model = _load_pretrained_parameters(model, 'ResNet34') return model @@ -185,9 +178,8 @@ with _SysPathG( Returns: model: nn.Layer. Specific `ResNet50` model depends on args. """ + kwargs.update({'pretrained': pretrained}) model = backbone.ResNet50(**kwargs) - if pretrained: - model = _load_pretrained_parameters(model, 'ResNet50') return model @@ -203,9 +195,8 @@ with _SysPathG( Returns: model: nn.Layer. Specific `ResNet101` model depends on args. """ + kwargs.update({'pretrained': pretrained}) model = backbone.ResNet101(**kwargs) - if pretrained: - model = _load_pretrained_parameters(model, 'ResNet101') return model @@ -221,9 +212,8 @@ with _SysPathG( Returns: model: nn.Layer. Specific `ResNet152` model depends on args. """ + kwargs.update({'pretrained': pretrained}) model = backbone.ResNet152(**kwargs) - if pretrained: - model = _load_pretrained_parameters(model, 'ResNet152') return model @@ -237,9 +227,8 @@ with _SysPathG( Returns: model: nn.Layer. Specific `SqueezeNet1_0` model depends on args. """ + kwargs.update({'pretrained': pretrained}) model = backbone.SqueezeNet1_0(**kwargs) - if pretrained: - model = _load_pretrained_parameters(model, 'SqueezeNet1_0') return model @@ -253,9 +242,8 @@ with _SysPathG( Returns: model: nn.Layer. Specific `SqueezeNet1_1` model depends on args. """ + kwargs.update({'pretrained': pretrained}) model = backbone.SqueezeNet1_1(**kwargs) - if pretrained: - model = _load_pretrained_parameters(model, 'SqueezeNet1_1') return model @@ -271,9 +259,8 @@ with _SysPathG( Returns: model: nn.Layer. Specific `DenseNet121` model depends on args. """ + kwargs.update({'pretrained': pretrained}) model = backbone.DenseNet121(**kwargs) - if pretrained: - model = _load_pretrained_parameters(model, 'DenseNet121') return model @@ -289,9 +276,8 @@ with _SysPathG( Returns: model: nn.Layer. Specific `DenseNet161` model depends on args. """ + kwargs.update({'pretrained': pretrained}) model = backbone.DenseNet161(**kwargs) - if pretrained: - model = _load_pretrained_parameters(model, 'DenseNet161') return model @@ -307,9 +293,8 @@ with _SysPathG( Returns: model: nn.Layer. Specific `DenseNet169` model depends on args. """ + kwargs.update({'pretrained': pretrained}) model = backbone.DenseNet169(**kwargs) - if pretrained: - model = _load_pretrained_parameters(model, 'DenseNet169') return model @@ -325,9 +310,8 @@ with _SysPathG( Returns: model: nn.Layer. Specific `DenseNet201` model depends on args. """ + kwargs.update({'pretrained': pretrained}) model = backbone.DenseNet201(**kwargs) - if pretrained: - model = _load_pretrained_parameters(model, 'DenseNet201') return model @@ -343,9 +327,8 @@ with _SysPathG( Returns: model: nn.Layer. Specific `DenseNet264` model depends on args. """ + kwargs.update({'pretrained': pretrained}) model = backbone.DenseNet264(**kwargs) - if pretrained: - model = _load_pretrained_parameters(model, 'DenseNet264') return model @@ -359,9 +342,8 @@ with _SysPathG( Returns: model: nn.Layer. Specific `InceptionV3` model depends on args. """ + kwargs.update({'pretrained': pretrained}) model = backbone.InceptionV3(**kwargs) - if pretrained: - model = _load_pretrained_parameters(model, 'InceptionV3') return model @@ -375,9 +357,8 @@ with _SysPathG( Returns: model: nn.Layer. Specific `InceptionV4` model depends on args. """ + kwargs.update({'pretrained': pretrained}) model = backbone.InceptionV4(**kwargs) - if pretrained: - model = _load_pretrained_parameters(model, 'InceptionV4') return model @@ -391,9 +372,8 @@ with _SysPathG( Returns: model: nn.Layer. Specific `GoogLeNet` model depends on args. """ + kwargs.update({'pretrained': pretrained}) model = backbone.GoogLeNet(**kwargs) - if pretrained: - model = _load_pretrained_parameters(model, 'GoogLeNet') return model @@ -407,9 +387,8 @@ with _SysPathG( Returns: model: nn.Layer. Specific `ShuffleNetV2_x0_25` model depends on args. """ + kwargs.update({'pretrained': pretrained}) model = backbone.ShuffleNetV2_x0_25(**kwargs) - if pretrained: - model = _load_pretrained_parameters(model, 'ShuffleNetV2_x0_25') return model @@ -423,9 +402,8 @@ with _SysPathG( Returns: model: nn.Layer. Specific `MobileNetV1` model depends on args. """ + kwargs.update({'pretrained': pretrained}) model = backbone.MobileNetV1(**kwargs) - if pretrained: - model = _load_pretrained_parameters(model, 'MobileNetV1') return model @@ -439,9 +417,8 @@ with _SysPathG( Returns: model: nn.Layer. Specific `MobileNetV1_x0_25` model depends on args. """ + kwargs.update({'pretrained': pretrained}) model = backbone.MobileNetV1_x0_25(**kwargs) - if pretrained: - model = _load_pretrained_parameters(model, 'MobileNetV1_x0_25') return model @@ -455,9 +432,8 @@ with _SysPathG( Returns: model: nn.Layer. Specific `MobileNetV1_x0_5` model depends on args. """ + kwargs.update({'pretrained': pretrained}) model = backbone.MobileNetV1_x0_5(**kwargs) - if pretrained: - model = _load_pretrained_parameters(model, 'MobileNetV1_x0_5') return model @@ -471,9 +447,8 @@ with _SysPathG( Returns: model: nn.Layer. Specific `MobileNetV1_x0_75` model depends on args. """ + kwargs.update({'pretrained': pretrained}) model = backbone.MobileNetV1_x0_75(**kwargs) - if pretrained: - model = _load_pretrained_parameters(model, 'MobileNetV1_x0_75') return model @@ -487,9 +462,8 @@ with _SysPathG( Returns: model: nn.Layer. Specific `MobileNetV2_x0_25` model depends on args. """ + kwargs.update({'pretrained': pretrained}) model = backbone.MobileNetV2_x0_25(**kwargs) - if pretrained: - model = _load_pretrained_parameters(model, 'MobileNetV2_x0_25') return model @@ -503,9 +477,8 @@ with _SysPathG( Returns: model: nn.Layer. Specific `MobileNetV2_x0_5` model depends on args. """ + kwargs.update({'pretrained': pretrained}) model = backbone.MobileNetV2_x0_5(**kwargs) - if pretrained: - model = _load_pretrained_parameters(model, 'MobileNetV2_x0_5') return model @@ -519,9 +492,8 @@ with _SysPathG( Returns: model: nn.Layer. Specific `MobileNetV2_x0_75` model depends on args. """ + kwargs.update({'pretrained': pretrained}) model = backbone.MobileNetV2_x0_75(**kwargs) - if pretrained: - model = _load_pretrained_parameters(model, 'MobileNetV2_x0_75') return model @@ -535,9 +507,8 @@ with _SysPathG( Returns: model: nn.Layer. Specific `MobileNetV2_x1_5` model depends on args. """ + kwargs.update({'pretrained': pretrained}) model = backbone.MobileNetV2_x1_5(**kwargs) - if pretrained: - model = _load_pretrained_parameters(model, 'MobileNetV2_x1_5') return model @@ -551,9 +522,8 @@ with _SysPathG( Returns: model: nn.Layer. Specific `MobileNetV2_x2_0` model depends on args. """ + kwargs.update({'pretrained': pretrained}) model = backbone.MobileNetV2_x2_0(**kwargs) - if pretrained: - model = _load_pretrained_parameters(model, 'MobileNetV2_x2_0') return model @@ -567,10 +537,8 @@ with _SysPathG( Returns: model: nn.Layer. Specific `MobileNetV3_large_x0_35` model depends on args. """ + kwargs.update({'pretrained': pretrained}) model = backbone.MobileNetV3_large_x0_35(**kwargs) - if pretrained: - model = _load_pretrained_parameters(model, - 'MobileNetV3_large_x0_35') return model @@ -584,10 +552,8 @@ with _SysPathG( Returns: model: nn.Layer. Specific `MobileNetV3_large_x0_5` model depends on args. """ + kwargs.update({'pretrained': pretrained}) model = backbone.MobileNetV3_large_x0_5(**kwargs) - if pretrained: - model = _load_pretrained_parameters(model, - 'MobileNetV3_large_x0_5') return model @@ -601,10 +567,8 @@ with _SysPathG( Returns: model: nn.Layer. Specific `MobileNetV3_large_x0_75` model depends on args. """ + kwargs.update({'pretrained': pretrained}) model = backbone.MobileNetV3_large_x0_75(**kwargs) - if pretrained: - model = _load_pretrained_parameters(model, - 'MobileNetV3_large_x0_75') return model @@ -618,10 +582,8 @@ with _SysPathG( Returns: model: nn.Layer. Specific `MobileNetV3_large_x1_0` model depends on args. """ + kwargs.update({'pretrained': pretrained}) model = backbone.MobileNetV3_large_x1_0(**kwargs) - if pretrained: - model = _load_pretrained_parameters(model, - 'MobileNetV3_large_x1_0') return model @@ -635,10 +597,8 @@ with _SysPathG( Returns: model: nn.Layer. Specific `MobileNetV3_large_x1_25` model depends on args. """ + kwargs.update({'pretrained': pretrained}) model = backbone.MobileNetV3_large_x1_25(**kwargs) - if pretrained: - model = _load_pretrained_parameters(model, - 'MobileNetV3_large_x1_25') return model @@ -652,10 +612,8 @@ with _SysPathG( Returns: model: nn.Layer. Specific `MobileNetV3_small_x0_35` model depends on args. """ + kwargs.update({'pretrained': pretrained}) model = backbone.MobileNetV3_small_x0_35(**kwargs) - if pretrained: - model = _load_pretrained_parameters(model, - 'MobileNetV3_small_x0_35') return model @@ -669,10 +627,8 @@ with _SysPathG( Returns: model: nn.Layer. Specific `MobileNetV3_small_x0_5` model depends on args. """ + kwargs.update({'pretrained': pretrained}) model = backbone.MobileNetV3_small_x0_5(**kwargs) - if pretrained: - model = _load_pretrained_parameters(model, - 'MobileNetV3_small_x0_5') return model @@ -686,10 +642,8 @@ with _SysPathG( Returns: model: nn.Layer. Specific `MobileNetV3_small_x0_75` model depends on args. """ + kwargs.update({'pretrained': pretrained}) model = backbone.MobileNetV3_small_x0_75(**kwargs) - if pretrained: - model = _load_pretrained_parameters(model, - 'MobileNetV3_small_x0_75') return model @@ -703,10 +657,8 @@ with _SysPathG( Returns: model: nn.Layer. Specific `MobileNetV3_small_x1_0` model depends on args. """ + kwargs.update({'pretrained': pretrained}) model = backbone.MobileNetV3_small_x1_0(**kwargs) - if pretrained: - model = _load_pretrained_parameters(model, - 'MobileNetV3_small_x1_0') return model @@ -720,10 +672,8 @@ with _SysPathG( Returns: model: nn.Layer. Specific `MobileNetV3_small_x1_25` model depends on args. """ + kwargs.update({'pretrained': pretrained}) model = backbone.MobileNetV3_small_x1_25(**kwargs) - if pretrained: - model = _load_pretrained_parameters(model, - 'MobileNetV3_small_x1_25') return model @@ -737,9 +687,8 @@ with _SysPathG( Returns: model: nn.Layer. Specific `ResNeXt101_32x4d` model depends on args. """ + kwargs.update({'pretrained': pretrained}) model = backbone.ResNeXt101_32x4d(**kwargs) - if pretrained: - model = _load_pretrained_parameters(model, 'ResNeXt101_32x4d') return model @@ -753,9 +702,8 @@ with _SysPathG( Returns: model: nn.Layer. Specific `ResNeXt101_64x4d` model depends on args. """ + kwargs.update({'pretrained': pretrained}) model = backbone.ResNeXt101_64x4d(**kwargs) - if pretrained: - model = _load_pretrained_parameters(model, 'ResNeXt101_64x4d') return model @@ -769,9 +717,8 @@ with _SysPathG( Returns: model: nn.Layer. Specific `ResNeXt152_32x4d` model depends on args. """ + kwargs.update({'pretrained': pretrained}) model = backbone.ResNeXt152_32x4d(**kwargs) - if pretrained: - model = _load_pretrained_parameters(model, 'ResNeXt152_32x4d') return model @@ -785,9 +732,8 @@ with _SysPathG( Returns: model: nn.Layer. Specific `ResNeXt152_64x4d` model depends on args. """ + kwargs.update({'pretrained': pretrained}) model = backbone.ResNeXt152_64x4d(**kwargs) - if pretrained: - model = _load_pretrained_parameters(model, 'ResNeXt152_64x4d') return model @@ -801,9 +747,8 @@ with _SysPathG( Returns: model: nn.Layer. Specific `ResNeXt50_32x4d` model depends on args. """ + kwargs.update({'pretrained': pretrained}) model = backbone.ResNeXt50_32x4d(**kwargs) - if pretrained: - model = _load_pretrained_parameters(model, 'ResNeXt50_32x4d') return model @@ -817,9 +762,8 @@ with _SysPathG( Returns: model: nn.Layer. Specific `ResNeXt50_64x4d` model depends on args. """ + kwargs.update({'pretrained': pretrained}) model = backbone.ResNeXt50_64x4d(**kwargs) - if pretrained: - model = _load_pretrained_parameters(model, 'ResNeXt50_64x4d') return model @@ -833,8 +777,7 @@ with _SysPathG( Returns: model: nn.Layer. Specific `ResNeXt50_64x4d` model depends on args. """ + kwargs.update({'pretrained': pretrained}) model = backbone.DarkNet53(**kwargs) - if pretrained: - model = _load_pretrained_parameters(model, 'DarkNet53') return model From 23b2332e1f40ebdfb39b0643ac89bd09b484a094 Mon Sep 17 00:00:00 2001 From: Bin Lu Date: Mon, 23 Aug 2021 18:47:03 +0800 Subject: [PATCH 04/40] Create VGG16_CIFAR10_DeepHash.yaml --- .../professional/VGG16_CIFAR10_DeepHash.yaml | 147 ++++++++++++++++++ 1 file changed, 147 insertions(+) create mode 100644 ppcls/configs/quick_start/professional/VGG16_CIFAR10_DeepHash.yaml diff --git a/ppcls/configs/quick_start/professional/VGG16_CIFAR10_DeepHash.yaml b/ppcls/configs/quick_start/professional/VGG16_CIFAR10_DeepHash.yaml new file mode 100644 index 000000000..01edcdd27 --- /dev/null +++ b/ppcls/configs/quick_start/professional/VGG16_CIFAR10_DeepHash.yaml @@ -0,0 +1,147 @@ +# global configs +Global: + checkpoints: null + pretrained_model: null + output_dir: ./output + device: gpu + save_interval: 1 + eval_during_train: True + eval_interval: 1 + eval_mode: "retrieval" + epochs: 128 + print_batch_step: 10 + use_visualdl: False + + # used for static mode and model export + image_shape: [3, 227, 227] + save_inference_dir: ./inference + + #feature postprocess + feature_normalize: False + feature_binarize: "round" + +# model architecture +Arch: + name: "RecModel" + Backbone: + name: "VGG16" + pretrained: True + class_num: 48 + Head: + name: "FC" + class_num: 10 + embedding_size: 48 + + infer_output_key: "features" + infer_add_softmax: "false" + +# loss function config for train/eval process +Loss: + Train: + - CELoss: + weight: 1.0 + epsilon: 0.1 + Eval: + - CELoss: + weight: 1.0 + +Optimizer: + name: Momentum + momentum: 0.9 + lr: + name: Piecewise + learning_rate: 0.01 + decay_epochs: [200] + values: [0.01, 0.001] + +# data loader for train and eval +DataLoader: + Train: + dataset: + name: ImageNetDataset + image_root: ./dataset/cifar10/ + cls_label_path: ./dataset/cifar10/cifar10-2/train.txt + transform_ops: + - DecodeImage: + to_rgb: True + channel_first: False + - ResizeImage: + size: 256 + - RandCropImage: + size: 227 + - RandFlipImage: + flip_code: 1 + - NormalizeImage: + scale: 1.0/255.0 + mean: [0.4914, 0.4822, 0.4465] + std: [0.2023, 0.1994, 0.2010] + order: '' + sampler: + name: DistributedBatchSampler + batch_size: 128 + drop_last: False + shuffle: True + loader: + num_workers: 4 + use_shared_memory: True + + Eval: + Query: + dataset: + name: ImageNetDataset + image_root: ./dataset/cifar10/ + cls_label_path: ./dataset/cifar10/cifar10-2/test.txt + transform_ops: + - DecodeImage: + to_rgb: True + channel_first: False + - ResizeImage: + size: 227 + - NormalizeImage: + scale: 1.0/255.0 + mean: [0.4914, 0.4822, 0.4465] + std: [0.2023, 0.1994, 0.2010] + order: '' + sampler: + name: DistributedBatchSampler + batch_size: 512 + drop_last: False + shuffle: False + loader: + num_workers: 4 + use_shared_memory: True + + Gallery: + dataset: + name: ImageNetDataset + image_root: ./dataset/cifar10/ + cls_label_path: ./dataset/cifar10/cifar10-2/database.txt + transform_ops: + - DecodeImage: + to_rgb: True + channel_first: False + - ResizeImage: + size: 227 + - NormalizeImage: + scale: 1.0/255.0 + mean: [0.4914, 0.4822, 0.4465] + std: [0.2023, 0.1994, 0.2010] + order: '' + sampler: + name: DistributedBatchSampler + batch_size: 512 + drop_last: False + shuffle: False + loader: + num_workers: 4 + use_shared_memory: True + +Metric: + Train: + - TopkAcc: + topk: [1, 5] + Eval: + - mAP: + - Precisionk: + topk: [1, 5] + From 865870f5f9fa6b3f71975a297149c576f3d47681 Mon Sep 17 00:00:00 2001 From: Bin Lu Date: Mon, 23 Aug 2021 18:53:50 +0800 Subject: [PATCH 05/40] Update VGG16_CIFAR10_DeepHash.yaml --- .../quick_start/professional/VGG16_CIFAR10_DeepHash.yaml | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/ppcls/configs/quick_start/professional/VGG16_CIFAR10_DeepHash.yaml b/ppcls/configs/quick_start/professional/VGG16_CIFAR10_DeepHash.yaml index 01edcdd27..dd27df808 100644 --- a/ppcls/configs/quick_start/professional/VGG16_CIFAR10_DeepHash.yaml +++ b/ppcls/configs/quick_start/professional/VGG16_CIFAR10_DeepHash.yaml @@ -13,7 +13,7 @@ Global: use_visualdl: False # used for static mode and model export - image_shape: [3, 227, 227] + image_shape: [3, 224, 224] save_inference_dir: ./inference #feature postprocess @@ -68,7 +68,7 @@ DataLoader: - ResizeImage: size: 256 - RandCropImage: - size: 227 + size: 224 - RandFlipImage: flip_code: 1 - NormalizeImage: @@ -96,7 +96,7 @@ DataLoader: to_rgb: True channel_first: False - ResizeImage: - size: 227 + size: 224 - NormalizeImage: scale: 1.0/255.0 mean: [0.4914, 0.4822, 0.4465] From d963dc17daedc3da9e0bfaae17d5f96461b211d3 Mon Sep 17 00:00:00 2001 From: Bin Lu Date: Mon, 23 Aug 2021 19:06:49 +0800 Subject: [PATCH 06/40] Update VGG16_CIFAR10_DeepHash.yaml --- .../quick_start/professional/VGG16_CIFAR10_DeepHash.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/ppcls/configs/quick_start/professional/VGG16_CIFAR10_DeepHash.yaml b/ppcls/configs/quick_start/professional/VGG16_CIFAR10_DeepHash.yaml index dd27df808..6ab045f4f 100644 --- a/ppcls/configs/quick_start/professional/VGG16_CIFAR10_DeepHash.yaml +++ b/ppcls/configs/quick_start/professional/VGG16_CIFAR10_DeepHash.yaml @@ -24,7 +24,7 @@ Global: Arch: name: "RecModel" Backbone: - name: "VGG16" + name: "VGG19" pretrained: True class_num: 48 Head: From 0b9f0ad0014f7912c21f291a07c7d9e0b5ade01c Mon Sep 17 00:00:00 2001 From: Bin Lu Date: Mon, 23 Aug 2021 19:07:35 +0800 Subject: [PATCH 07/40] Create vgg_variant.py --- .../backbone/variant_models/vgg_variant.py | 28 +++++++++++++++++++ 1 file changed, 28 insertions(+) create mode 100644 ppcls/arch/backbone/variant_models/vgg_variant.py diff --git a/ppcls/arch/backbone/variant_models/vgg_variant.py b/ppcls/arch/backbone/variant_models/vgg_variant.py new file mode 100644 index 000000000..ac6c0138e --- /dev/null +++ b/ppcls/arch/backbone/variant_models/vgg_variant.py @@ -0,0 +1,28 @@ +import paddle +from paddle.nn import Sigmoid +from ppcls.arch.backbone.legendary_models.vgg import VGG19 + +__all__ = ["VGG19Sigmoid"] + + +class SigmoidSuffix(paddle.nn.Layer): + def __init__(self, origin_layer): + super(SigmoidSuffix, self).__init__() + self.origin_layer = origin_layer + self.sigmoid = Sigmoid() + + def forward(self, *input, res_dict=None, **kwargs): + x = self.origin_layer(input) + x = self.sigmoid(x) + return x + + +def VGG19Sigmoid(pretrained=False, use_ssld=False, **kwargs): + def replace_function(origin_layer): + new_layer = SigmoidSuffix(origin_layer) + return new_layer + + match_re = "linear_2" + model = VGG19(pretrained=pretrained, use_ssld=use_ssld, **kwargs) + model.replace_sub(match_re, replace_function, True) + return model From 26eda0efef2a7db993d7abcd7b2a96ed328dff08 Mon Sep 17 00:00:00 2001 From: Bin Lu Date: Mon, 23 Aug 2021 19:08:06 +0800 Subject: [PATCH 08/40] Update __init__.py --- ppcls/arch/backbone/variant_models/__init__.py | 1 + 1 file changed, 1 insertion(+) diff --git a/ppcls/arch/backbone/variant_models/__init__.py b/ppcls/arch/backbone/variant_models/__init__.py index e87a0e098..34fcdeb2c 100644 --- a/ppcls/arch/backbone/variant_models/__init__.py +++ b/ppcls/arch/backbone/variant_models/__init__.py @@ -1 +1,2 @@ from .resnet_variant import ResNet50_last_stage_stride1 +from .vgg_variant import VGG19Sigmoid From 581af23ac6a5000e1080c6387c2def96424df837 Mon Sep 17 00:00:00 2001 From: Bin Lu Date: Mon, 23 Aug 2021 19:08:53 +0800 Subject: [PATCH 09/40] Update VGG16_CIFAR10_DeepHash.yaml --- .../quick_start/professional/VGG16_CIFAR10_DeepHash.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/ppcls/configs/quick_start/professional/VGG16_CIFAR10_DeepHash.yaml b/ppcls/configs/quick_start/professional/VGG16_CIFAR10_DeepHash.yaml index 6ab045f4f..d6722d5df 100644 --- a/ppcls/configs/quick_start/professional/VGG16_CIFAR10_DeepHash.yaml +++ b/ppcls/configs/quick_start/professional/VGG16_CIFAR10_DeepHash.yaml @@ -24,7 +24,7 @@ Global: Arch: name: "RecModel" Backbone: - name: "VGG19" + name: "VGG19Sigmoid" pretrained: True class_num: 48 Head: From f878fb27e5a1a3f312bf7820dfa783e7f384128e Mon Sep 17 00:00:00 2001 From: Bin Lu Date: Mon, 23 Aug 2021 19:19:19 +0800 Subject: [PATCH 10/40] Update __init__.py --- ppcls/arch/backbone/__init__.py | 1 + 1 file changed, 1 insertion(+) diff --git a/ppcls/arch/backbone/__init__.py b/ppcls/arch/backbone/__init__.py index 1923b0993..a1727613a 100644 --- a/ppcls/arch/backbone/__init__.py +++ b/ppcls/arch/backbone/__init__.py @@ -58,6 +58,7 @@ from ppcls.arch.backbone.model_zoo.rednet import RedNet26, RedNet38, RedNet50, R from ppcls.arch.backbone.model_zoo.tnt import TNT_small from ppcls.arch.backbone.model_zoo.hardnet import HarDNet68, HarDNet85, HarDNet39_ds, HarDNet68_ds from ppcls.arch.backbone.variant_models.resnet_variant import ResNet50_last_stage_stride1 +from ppcls.arch.backbone.variant_models.vgg_variant import VGG19Sigmoid def get_apis(): From 2f85378bb61c30ceef8595f66e8380cf4659db8a Mon Sep 17 00:00:00 2001 From: Bin Lu Date: Mon, 23 Aug 2021 19:23:47 +0800 Subject: [PATCH 11/40] Rename VGG16_CIFAR10_DeepHash.yaml to VGG19_CIFAR10_DeepHash.yaml --- .../{VGG16_CIFAR10_DeepHash.yaml => VGG19_CIFAR10_DeepHash.yaml} | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename ppcls/configs/quick_start/professional/{VGG16_CIFAR10_DeepHash.yaml => VGG19_CIFAR10_DeepHash.yaml} (100%) diff --git a/ppcls/configs/quick_start/professional/VGG16_CIFAR10_DeepHash.yaml b/ppcls/configs/quick_start/professional/VGG19_CIFAR10_DeepHash.yaml similarity index 100% rename from ppcls/configs/quick_start/professional/VGG16_CIFAR10_DeepHash.yaml rename to ppcls/configs/quick_start/professional/VGG19_CIFAR10_DeepHash.yaml From 0354f4457412db633138773dea82acc6df5c072b Mon Sep 17 00:00:00 2001 From: Bin Lu Date: Mon, 23 Aug 2021 19:29:39 +0800 Subject: [PATCH 12/40] Update metrics.py --- ppcls/metric/metrics.py | 41 +++++++++++++++++++++++++++++++++++++++++ 1 file changed, 41 insertions(+) diff --git a/ppcls/metric/metrics.py b/ppcls/metric/metrics.py index 9908b3541..204d2af09 100644 --- a/ppcls/metric/metrics.py +++ b/ppcls/metric/metrics.py @@ -168,6 +168,47 @@ class Recallk(nn.Layer): return metric_dict +class Precisionk(nn.Layer): + def __init__(self, topk=(1, 5)): + super().__init__() + assert isinstance(topk, (int, list, tuple)) + if isinstance(topk, int): + topk = [topk] + self.topk = topk + + def forward(self, similarities_matrix, query_img_id, gallery_img_id, + keep_mask): + metric_dict = dict() + + #get cmc + choosen_indices = paddle.argsort( + similarities_matrix, axis=1, descending=True) + gallery_labels_transpose = paddle.transpose(gallery_img_id, [1, 0]) + gallery_labels_transpose = paddle.broadcast_to( + gallery_labels_transpose, + shape=[ + choosen_indices.shape[0], gallery_labels_transpose.shape[1] + ]) + choosen_label = paddle.index_sample(gallery_labels_transpose, + choosen_indices) + equal_flag = paddle.equal(choosen_label, query_img_id) + if keep_mask is not None: + keep_mask = paddle.index_sample( + keep_mask.astype('float32'), choosen_indices) + equal_flag = paddle.logical_and(equal_flag, + keep_mask.astype('bool')) + equal_flag = paddle.cast(equal_flag, 'float32') + + Ns = paddle.arange(gallery_img_id.shape[0]) + 1 + equal_flag_cumsum = paddle.cumsum(equal_flag, axis=1) + Precision_at_k = (paddle.mean(equal_flag_cumsum, axis=0) / Ns).numpy() + + for k in self.topk: + metric_dict["precision@{}".format(k)] = Precision_at_k[k - 1] + + return metric_dict + + class DistillationTopkAcc(TopkAcc): def __init__(self, model_key, feature_key=None, topk=(1, 5)): super().__init__(topk=topk) From a804bb02bd6d55b14be05c65c33843e2bded82b2 Mon Sep 17 00:00:00 2001 From: Bin Lu Date: Mon, 23 Aug 2021 19:32:35 +0800 Subject: [PATCH 13/40] Update VGG19_CIFAR10_DeepHash.yaml --- .../quick_start/professional/VGG19_CIFAR10_DeepHash.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/ppcls/configs/quick_start/professional/VGG19_CIFAR10_DeepHash.yaml b/ppcls/configs/quick_start/professional/VGG19_CIFAR10_DeepHash.yaml index d6722d5df..97228828a 100644 --- a/ppcls/configs/quick_start/professional/VGG19_CIFAR10_DeepHash.yaml +++ b/ppcls/configs/quick_start/professional/VGG19_CIFAR10_DeepHash.yaml @@ -121,7 +121,7 @@ DataLoader: to_rgb: True channel_first: False - ResizeImage: - size: 227 + size: 224 - NormalizeImage: scale: 1.0/255.0 mean: [0.4914, 0.4822, 0.4465] From 34d9c8593e9865d530955ca46a568419a6c52045 Mon Sep 17 00:00:00 2001 From: Bin Lu Date: Mon, 23 Aug 2021 19:45:44 +0800 Subject: [PATCH 14/40] Update __init__.py --- ppcls/metric/__init__.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/ppcls/metric/__init__.py b/ppcls/metric/__init__.py index db80bab61..4c817a115 100644 --- a/ppcls/metric/__init__.py +++ b/ppcls/metric/__init__.py @@ -16,7 +16,7 @@ from paddle import nn import copy from collections import OrderedDict -from .metrics import TopkAcc, mAP, mINP, Recallk +from .metrics import TopkAcc, mAP, mINP, Recallk, Precisionk from .metrics import DistillationTopkAcc from .metrics import GoogLeNetTopkAcc From c9912f0a04e7706fcdacfdef43ee83454b58f1f7 Mon Sep 17 00:00:00 2001 From: Bin Lu Date: Tue, 24 Aug 2021 10:53:13 +0800 Subject: [PATCH 15/40] Update vgg_variant.py --- ppcls/arch/backbone/variant_models/vgg_variant.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/ppcls/arch/backbone/variant_models/vgg_variant.py b/ppcls/arch/backbone/variant_models/vgg_variant.py index ac6c0138e..b73ad3592 100644 --- a/ppcls/arch/backbone/variant_models/vgg_variant.py +++ b/ppcls/arch/backbone/variant_models/vgg_variant.py @@ -11,7 +11,7 @@ class SigmoidSuffix(paddle.nn.Layer): self.origin_layer = origin_layer self.sigmoid = Sigmoid() - def forward(self, *input, res_dict=None, **kwargs): + def forward(self, input, res_dict=None, **kwargs): x = self.origin_layer(input) x = self.sigmoid(x) return x From 5b70d442f9b26f79fbb46779eaf4e33b6a787cd3 Mon Sep 17 00:00:00 2001 From: Bin Lu Date: Tue, 24 Aug 2021 16:19:41 +0800 Subject: [PATCH 16/40] Update circlemargin.py --- ppcls/arch/gears/circlemargin.py | 9 ++++++--- 1 file changed, 6 insertions(+), 3 deletions(-) diff --git a/ppcls/arch/gears/circlemargin.py b/ppcls/arch/gears/circlemargin.py index 65967d0d7..87baee839 100644 --- a/ppcls/arch/gears/circlemargin.py +++ b/ppcls/arch/gears/circlemargin.py @@ -28,7 +28,7 @@ class CircleMargin(nn.Layer): weight_attr = paddle.ParamAttr( initializer=paddle.nn.initializer.XavierNormal()) - self.fc0 = paddle.nn.Linear( + self.fc = paddle.nn.Linear( self.embedding_size, self.class_num, weight_attr=weight_attr) def forward(self, input, label): @@ -36,19 +36,22 @@ class CircleMargin(nn.Layer): paddle.sum(paddle.square(input), axis=1, keepdim=True)) input = paddle.divide(input, feat_norm) - weight = self.fc0.weight + weight = self.fc.weight weight_norm = paddle.sqrt( paddle.sum(paddle.square(weight), axis=0, keepdim=True)) weight = paddle.divide(weight, weight_norm) logits = paddle.matmul(input, weight) + if not self.training or label is None: + return logits alpha_p = paddle.clip(-logits.detach() + 1 + self.margin, min=0.) alpha_n = paddle.clip(logits.detach() + self.margin, min=0.) delta_p = 1 - self.margin delta_n = self.margin - index = paddle.fluid.layers.where(label != -1).reshape([-1]) + m_hot = F.one_hot(label.reshape([-1]), num_classes=logits.shape[1]) + logits_p = alpha_p * (logits - delta_p) logits_n = alpha_n * (logits - delta_n) pre_logits = logits_p * m_hot + logits_n * (1 - m_hot) From 860e4aa42182acc9fa4eefb054bce063543a2257 Mon Sep 17 00:00:00 2001 From: Bin Lu Date: Tue, 24 Aug 2021 16:20:21 +0800 Subject: [PATCH 17/40] Update cosmargin.py --- ppcls/arch/gears/cosmargin.py | 3 +++ 1 file changed, 3 insertions(+) diff --git a/ppcls/arch/gears/cosmargin.py b/ppcls/arch/gears/cosmargin.py index 51db55086..378e102a2 100644 --- a/ppcls/arch/gears/cosmargin.py +++ b/ppcls/arch/gears/cosmargin.py @@ -46,6 +46,9 @@ class CosMargin(paddle.nn.Layer): weight = paddle.divide(weight, weight_norm) cos = paddle.matmul(input, weight) + if not self.training or label is None: + return cos + cos_m = cos - self.margin one_hot = paddle.nn.functional.one_hot(label, self.class_num) From 60ef76b1b15f6051553dc054abf0966fba53ba21 Mon Sep 17 00:00:00 2001 From: lyuwenyu Date: Wed, 25 Aug 2021 13:20:40 +0800 Subject: [PATCH 18/40] add logger init --- hubconf.py | 13 +++++++++---- 1 file changed, 9 insertions(+), 4 deletions(-) diff --git a/hubconf.py b/hubconf.py index d615a905d..b7f76745a 100644 --- a/hubconf.py +++ b/hubconf.py @@ -41,10 +41,15 @@ class _SysPathG(object): self.path) -with _SysPathG( - os.path.join( - os.path.dirname(os.path.abspath(__file__)), 'ppcls', 'arch')): - import backbone +with _SysPathG(os.path.dirname(os.path.abspath(__file__)), ): + import ppcls + import ppcls.arch.backbone as backbone + + def ppclas_init(): + if ppcls.utils.logger._logger is None: + ppcls.utils.logger.init_logger() + + ppclas_init() def _load_pretrained_parameters(model, name): url = 'https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/{}_pretrained.pdparams'.format( From 52663edf603d9f2a1cbe96f2cbb8fabc95d5eaab Mon Sep 17 00:00:00 2001 From: Bin Lu Date: Wed, 25 Aug 2021 13:57:24 +0800 Subject: [PATCH 19/40] Update retrieval.py --- ppcls/engine/evaluation/retrieval.py | 9 +++++++++ 1 file changed, 9 insertions(+) diff --git a/ppcls/engine/evaluation/retrieval.py b/ppcls/engine/evaluation/retrieval.py index c0da3ace2..cd8830a55 100644 --- a/ppcls/engine/evaluation/retrieval.py +++ b/ppcls/engine/evaluation/retrieval.py @@ -124,6 +124,13 @@ def cal_feature(evaler, name='gallery'): feas_norm = paddle.sqrt( paddle.sum(paddle.square(batch_feas), axis=1, keepdim=True)) batch_feas = paddle.divide(batch_feas, feas_norm) + + # do binarize + if self.config["Global"].get("feature_binarize") == "round": + batch_feas = paddle.round(batch_feas).astype("float32") * 2.0 - 1.0 + + if self.config["Global"].get("feature_binarize") == "sign": + batch_feas = paddle.sign(batch_feas).astype("float32") if all_feas is None: all_feas = batch_feas @@ -135,8 +142,10 @@ def cal_feature(evaler, name='gallery'): all_image_id = paddle.concat([all_image_id, batch[1]]) if has_unique_id: all_unique_id = paddle.concat([all_unique_id, batch[2]]) + if evaler.use_dali: dataloader_tmp.reset() + if paddle.distributed.get_world_size() > 1: feat_list = [] img_id_list = [] From 9323b1478a07f0356682b447ea19d11285bf04ed Mon Sep 17 00:00:00 2001 From: Bin Lu Date: Wed, 25 Aug 2021 13:59:54 +0800 Subject: [PATCH 20/40] Create deephashloss.py --- ppcls/loss/deephashloss.py | 6 ++++++ 1 file changed, 6 insertions(+) create mode 100644 ppcls/loss/deephashloss.py diff --git a/ppcls/loss/deephashloss.py b/ppcls/loss/deephashloss.py new file mode 100644 index 000000000..8f02a3ba0 --- /dev/null +++ b/ppcls/loss/deephashloss.py @@ -0,0 +1,6 @@ + # do binarize + if self.config["Global"].get("feature_binarize") == "round": + batch_feas = paddle.round(batch_feas).astype("float32") * 2.0 - 1.0 + + if self.config["Global"].get("feature_binarize") == "sign": + batch_feas = paddle.sign(batch_feas).astype("float32") From e732d40a45e4785ce439f1dc85d4aed93707cee6 Mon Sep 17 00:00:00 2001 From: Bin Lu Date: Wed, 25 Aug 2021 14:00:21 +0800 Subject: [PATCH 21/40] Update deephashloss.py --- ppcls/loss/deephashloss.py | 63 +++++++++++++++++++++++++++++++++++--- 1 file changed, 58 insertions(+), 5 deletions(-) diff --git a/ppcls/loss/deephashloss.py b/ppcls/loss/deephashloss.py index 8f02a3ba0..b70936994 100644 --- a/ppcls/loss/deephashloss.py +++ b/ppcls/loss/deephashloss.py @@ -1,6 +1,59 @@ - # do binarize - if self.config["Global"].get("feature_binarize") == "round": - batch_feas = paddle.round(batch_feas).astype("float32") * 2.0 - 1.0 +#copyright (c) 2021 PaddlePaddle Authors. All Rights Reserve. +# +#Licensed under the Apache License, Version 2.0 (the "License"); +#you may not use this file except in compliance with the License. +#You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +#Unless required by applicable law or agreed to in writing, software +#distributed under the License is distributed on an "AS IS" BASIS, +#WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +#See the License for the specific language governing permissions and +#limitations under the License. + +import paddle +import paddle.nn as nn + +class DSHSDLoss(nn.Layer): + """ + # DSHSD(IEEE ACCESS 2019) + # paper [Deep Supervised Hashing Based on Stable Distribution](https://ieeexplore.ieee.org/document/8648432/) + # [DSHSD] epoch:70, bit:48, dataset:cifar10-1, MAP:0.809, Best MAP: 0.809 + # [DSHSD] epoch:250, bit:48, dataset:nuswide_21, MAP:0.809, Best MAP: 0.815 + # [DSHSD] epoch:135, bit:48, dataset:imagenet, MAP:0.647, Best MAP: 0.647 + """ + def __init__(self, n_class, bit, alpha, multi_label=False): + super(DSHSDLoss, self).__init__() + self.m = 2 * bit + self.alpha = alpha + self.multi_label = multi_label + self.n_class = n_class + self.fc = paddle.nn.Linear(bit, n_class, bias_attr=False) + + def forward(self, input, label): + feature = input["features"] + feature = feature.tanh().astype("float32") + + dist = paddle.sum( + paddle.square((paddle.unsqueeze(feature, 1) - paddle.unsqueeze(feature, 0))), + axis=2) + + # label to ont-hot + label = paddle.flatten(label) + label = paddle.nn.functional.one_hot(label, self.n_class).astype("float32") + + s = (paddle.matmul(label, label, transpose_y=True) == 0).astype("float32") + Ld = (1 - s) / 2 * dist + s / 2 * (self.m - dist).clip(min=0) + Ld = Ld.mean() + + logits = self.fc(feature) + if self.multi_label: + # multiple labels classification loss + Lc = (logits - label * logits + ((1 + (-logits).exp()).log())).sum(axis=1).mean() + else: + # single labels classification loss + Lc = (-paddle.nn.functional.softmax(logits).log() * label).sum(axis=1).mean() + + return {"dshsdloss": Lc + Ld * self.alpha} - if self.config["Global"].get("feature_binarize") == "sign": - batch_feas = paddle.sign(batch_feas).astype("float32") From d9ca31a694db44913efdddcff97cf5097a6cf8c6 Mon Sep 17 00:00:00 2001 From: Bin Lu Date: Wed, 25 Aug 2021 14:04:50 +0800 Subject: [PATCH 22/40] Update deephashloss.py --- ppcls/loss/deephashloss.py | 32 ++++++++++++++++++++++++++++++++ 1 file changed, 32 insertions(+) diff --git a/ppcls/loss/deephashloss.py b/ppcls/loss/deephashloss.py index b70936994..49dc3b260 100644 --- a/ppcls/loss/deephashloss.py +++ b/ppcls/loss/deephashloss.py @@ -57,3 +57,35 @@ class DSHSDLoss(nn.Layer): return {"dshsdloss": Lc + Ld * self.alpha} +class LCDSHLoss(paddle.nn.Layer): + """ + # paper [Locality-Constrained Deep Supervised Hashing for Image Retrieval](https://www.ijcai.org/Proceedings/2017/0499.pdf) + # [LCDSH] epoch:145, bit:48, dataset:cifar10-1, MAP:0.798, Best MAP: 0.798 + # [LCDSH] epoch:183, bit:48, dataset:nuswide_21, MAP:0.833, Best MAP: 0.834 + """ + def __init__(self, n_class, _lambda): + super(LCDSHLoss, self).__init__() + self._lambda = _lambda + self.n_class = n_class + + def forward(self, input, label): + feature = input["features"] + label = label.astype("float32") + + # label to ont-hot + label = paddle.flatten(label) + label = paddle.nn.functional.one_hot(label, self.n_class).astype("float32") + + s = 2 * (paddle.matmul(label, label, transpose_y=True) > 0).astype("float32") - 1 + inner_product = paddle.matmul(feature, feature, transpose_y=True) * 0.5 + + inner_product = inner_product.clip(min=-50, max=50) + L1 = paddle.log(1 + paddle.exp(-s * inner_product)).mean() + + b = feature.sign() + inner_product_ = paddle.matmul(b, b, transpose_y=True) * 0.5 + sigmoid = paddle.nn.Sigmoid() + L2 = (sigmoid(inner_product) - sigmoid(inner_product_)).pow(2).mean() + + return {"lcdshloss": L1 + self._lambda * L2} + From 3de99430c0858d138869a98bd7d66671e86a683e Mon Sep 17 00:00:00 2001 From: Bin Lu Date: Wed, 25 Aug 2021 14:06:54 +0800 Subject: [PATCH 23/40] Update deephashloss.py --- ppcls/loss/deephashloss.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/ppcls/loss/deephashloss.py b/ppcls/loss/deephashloss.py index 49dc3b260..7d4efad16 100644 --- a/ppcls/loss/deephashloss.py +++ b/ppcls/loss/deephashloss.py @@ -57,7 +57,7 @@ class DSHSDLoss(nn.Layer): return {"dshsdloss": Lc + Ld * self.alpha} -class LCDSHLoss(paddle.nn.Layer): +class LCDSHLoss(nn.Layer): """ # paper [Locality-Constrained Deep Supervised Hashing for Image Retrieval](https://www.ijcai.org/Proceedings/2017/0499.pdf) # [LCDSH] epoch:145, bit:48, dataset:cifar10-1, MAP:0.798, Best MAP: 0.798 From 9608c078afabd7e9ef8dd8096496ce7a149da048 Mon Sep 17 00:00:00 2001 From: Bin Lu Date: Wed, 25 Aug 2021 14:09:21 +0800 Subject: [PATCH 24/40] Create MV3_Large_1x_Aliproduct_DLBHC.yaml --- .../MV3_Large_1x_Aliproduct_DLBHC.yaml | 147 ++++++++++++++++++ 1 file changed, 147 insertions(+) create mode 100644 ppcls/configs/Products/MV3_Large_1x_Aliproduct_DLBHC.yaml diff --git a/ppcls/configs/Products/MV3_Large_1x_Aliproduct_DLBHC.yaml b/ppcls/configs/Products/MV3_Large_1x_Aliproduct_DLBHC.yaml new file mode 100644 index 000000000..1838e3100 --- /dev/null +++ b/ppcls/configs/Products/MV3_Large_1x_Aliproduct_DLBHC.yaml @@ -0,0 +1,147 @@ +# global configs +Global: + checkpoints: null + pretrained_model: ./output_dlbhc/RecModel/best_model + output_dir: ./output_dlbhc/ + device: gpu + save_interval: 1 + eval_during_train: True + eval_interval: 1 + epochs: 100 + #eval_mode: "retrieval" + print_batch_step: 10 + use_visualdl: False + + # used for static mode and model export + image_shape: [3, 224, 224] + save_inference_dir: ./inference + + #feature postprocess + feature_normalize: False + feature_binarize: "round" + +# model architecture +Arch: + name: "RecModel" + Backbone: + name: "MobileNetV3_large_x1_0" + pretrained: True + class_num: 512 + Head: + name: "FC" + class_num: 50030 + embedding_size: 512 + + infer_output_key: "features" + infer_add_softmax: "false" + +# loss function config for train/eval process +Loss: + Train: + - CELoss: + weight: 1.0 + epsilon: 0.1 + Eval: + - CELoss: + weight: 1.0 + +Optimizer: + name: Momentum + momentum: 0.9 + lr: + name: Piecewise + learning_rate: 0.1 + decay_epochs: [50, 150] + values: [0.1, 0.01, 0.001] + +# data loader for train and eval +DataLoader: + Train: + dataset: + name: ImageNetDataset + image_root: ./dataset/Aliproduct/ + cls_label_path: ./dataset/Aliproduct/train_list.txt + transform_ops: + - DecodeImage: + to_rgb: True + channel_first: False + - ResizeImage: + size: 256 + - RandCropImage: + size: 227 + - RandFlipImage: + flip_code: 1 + - NormalizeImage: + scale: 1.0/255.0 + mean: [0.4914, 0.4822, 0.4465] + std: [0.2023, 0.1994, 0.2010] + order: '' + sampler: + name: DistributedBatchSampler + batch_size: 128 + drop_last: False + shuffle: True + loader: + num_workers: 4 + use_shared_memory: True + + Eval: + dataset: + name: ImageNetDataset + image_root: ./dataset/Aliproduct/ + cls_label_path: ./dataset/Aliproduct/val_list.txt + transform_ops: + - DecodeImage: + to_rgb: True + channel_first: False + - ResizeImage: + size: 227 + - NormalizeImage: + scale: 1.0/255.0 + mean: [0.4914, 0.4822, 0.4465] + std: [0.2023, 0.1994, 0.2010] + order: '' + sampler: + name: DistributedBatchSampler + batch_size: 256 + drop_last: False + shuffle: False + loader: + num_workers: 4 + use_shared_memory: True + +Infer: + infer_imgs: docs/images/whl/demo.jpg + batch_size: 10 + transforms: + - DecodeImage: + to_rgb: True + channel_first: False + - ResizeImage: + resize_short: 256 + - CropImage: + size: 227 + - NormalizeImage: + scale: 1.0/255.0 + mean: [0.4914, 0.4822, 0.4465] + std: [0.2023, 0.1994, 0.2010] + order: '' + - ToCHWImage: + PostProcess: + name: Topk + topk: 5 + class_id_map_file: ppcls/utils/imagenet1k_label_list.txt + +Metric: + Train: + - TopkAcc: + topk: [1, 5] + Eval: + - TopkAcc: + topk: [1, 5] +# - Recallk: +# topk: [1] +# - mAP: +# - Precisionk: +# topk: [1] + From 8e0a5513591d07ed761e68ce5ce1447974b13467 Mon Sep 17 00:00:00 2001 From: Bin Lu Date: Wed, 25 Aug 2021 14:34:43 +0800 Subject: [PATCH 25/40] Update deephashloss.py --- ppcls/loss/deephashloss.py | 1 - 1 file changed, 1 deletion(-) diff --git a/ppcls/loss/deephashloss.py b/ppcls/loss/deephashloss.py index 7d4efad16..44c08ef3b 100644 --- a/ppcls/loss/deephashloss.py +++ b/ppcls/loss/deephashloss.py @@ -70,7 +70,6 @@ class LCDSHLoss(nn.Layer): def forward(self, input, label): feature = input["features"] - label = label.astype("float32") # label to ont-hot label = paddle.flatten(label) From 687c13522e807af37cfbb07407e814b7a045ec9d Mon Sep 17 00:00:00 2001 From: dongshuilong Date: Thu, 26 Aug 2021 04:12:26 +0000 Subject: [PATCH 26/40] replace vector_search with faiss --- deploy/auto_log.log | 0 deploy/configs/build_cartoon.yaml | 6 +- deploy/configs/build_logo.yaml | 6 +- deploy/configs/build_product.yaml | 6 +- deploy/configs/build_vehicle.yaml | 6 +- deploy/configs/inference_cartoon.yaml | 4 +- deploy/configs/inference_logo.yaml | 4 +- deploy/configs/inference_product.yaml | 4 +- deploy/configs/inference_vehicle.yaml | 4 +- deploy/python/build_gallery.py | 91 ++++++++++++++++++++++----- deploy/python/predict_system.py | 29 +++++---- 11 files changed, 107 insertions(+), 53 deletions(-) delete mode 100644 deploy/auto_log.log diff --git a/deploy/auto_log.log b/deploy/auto_log.log deleted file mode 100644 index e69de29bb..000000000 diff --git a/deploy/configs/build_cartoon.yaml b/deploy/configs/build_cartoon.yaml index c73279801..f18525816 100644 --- a/deploy/configs/build_cartoon.yaml +++ b/deploy/configs/build_cartoon.yaml @@ -28,11 +28,11 @@ RecPostProcess: null # indexing engine config IndexProcess: - index_path: "./recognition_demo_data_v1.0/gallery_cartoon/index/" + index_method: "HNSW32" # supported: HNSW32, IVF, Flat + index_dir: "./recognition_demo_data_v1.0/gallery_cartoon/index/" image_root: "./recognition_demo_data_v1.0/gallery_cartoon/" data_file: "./recognition_demo_data_v1.0/gallery_cartoon/data_file.txt" - append_index: False + index_operation: "new" # suported: "append", "remove", "new" delimiter: "\t" dist_type: "IP" - pq_size: 100 embedding_size: 2048 diff --git a/deploy/configs/build_logo.yaml b/deploy/configs/build_logo.yaml index 5be17ed97..b7bc556f5 100644 --- a/deploy/configs/build_logo.yaml +++ b/deploy/configs/build_logo.yaml @@ -26,11 +26,11 @@ RecPostProcess: null # indexing engine config IndexProcess: - index_path: "./recognition_demo_data_v1.0/gallery_logo/index/" + index_method: "HNSW32" # supported: HNSW32, IVF, Flat + index_dir: "./recognition_demo_data_v1.0/gallery_logo/index/" image_root: "./recognition_demo_data_v1.0/gallery_logo/" data_file: "./recognition_demo_data_v1.0/gallery_logo/data_file.txt" - append_index: False + index_operation: "new" # suported: "append", "remove", "new" delimiter: "\t" dist_type: "IP" - pq_size: 100 embedding_size: 512 diff --git a/deploy/configs/build_product.yaml b/deploy/configs/build_product.yaml index 59e3b29ba..82f978f39 100644 --- a/deploy/configs/build_product.yaml +++ b/deploy/configs/build_product.yaml @@ -26,11 +26,11 @@ RecPostProcess: null # indexing engine config IndexProcess: - index_path: "./recognition_demo_data_v1.0/gallery_product/index" + index_method: "HNSW32" # supported: HNSW32, IVF, Flat + index_dir: "./recognition_demo_data_v1.0/gallery_product/index" image_root: "./recognition_demo_data_v1.0/gallery_product/" data_file: "./recognition_demo_data_v1.0/gallery_product/data_file.txt" - append_index: False + index_operation: "new" # suported: "append", "remove", "new" delimiter: "\t" dist_type: "IP" - pq_size: 100 embedding_size: 512 diff --git a/deploy/configs/build_vehicle.yaml b/deploy/configs/build_vehicle.yaml index be095f4e1..d2c6453ea 100644 --- a/deploy/configs/build_vehicle.yaml +++ b/deploy/configs/build_vehicle.yaml @@ -26,11 +26,11 @@ RecPostProcess: null # indexing engine config IndexProcess: - index_path: "./recognition_demo_data_v1.0/gallery_vehicle/index/" + index_method: "HNSW32" # supported: HNSW32, IVF, Flat + index_dir: "./recognition_demo_data_v1.0/gallery_vehicle/index/" image_root: "./recognition_demo_data_v1.0/gallery_vehicle/" data_file: "./recognition_demo_data_v1.0/gallery_vehicle/data_file.txt" - append_index: False + index_operation: "new" # suported: "append", "remove", "new" delimiter: "\t" dist_type: "IP" - pq_size: 100 embedding_size: 512 diff --git a/deploy/configs/inference_cartoon.yaml b/deploy/configs/inference_cartoon.yaml index fb3455302..b86d3d59e 100644 --- a/deploy/configs/inference_cartoon.yaml +++ b/deploy/configs/inference_cartoon.yaml @@ -51,8 +51,6 @@ RecPreProcess: RecPostProcess: null IndexProcess: - index_path: "./recognition_demo_data_v1.0/gallery_cartoon/index/" - search_budget: 100 + index_dir: "./recognition_demo_data_v1.0/gallery_cartoon/index/" return_k: 5 - dist_type: "IP" score_thres: 0.5 diff --git a/deploy/configs/inference_logo.yaml b/deploy/configs/inference_logo.yaml index 8be5c33ad..1d4cc9201 100644 --- a/deploy/configs/inference_logo.yaml +++ b/deploy/configs/inference_logo.yaml @@ -50,8 +50,6 @@ RecPostProcess: null # indexing engine config IndexProcess: - index_path: "./recognition_demo_data_v1.0/gallery_logo/index/" - search_budget: 100 + index_dir: "./recognition_demo_data_v1.0/gallery_logo/index/" return_k: 5 - dist_type: "IP" score_thres: 0.5 diff --git a/deploy/configs/inference_product.yaml b/deploy/configs/inference_product.yaml index 871d55d55..28a4a19e5 100644 --- a/deploy/configs/inference_product.yaml +++ b/deploy/configs/inference_product.yaml @@ -50,8 +50,6 @@ RecPostProcess: null # indexing engine config IndexProcess: - index_path: "./recognition_demo_data_v1.0/gallery_product/index" - search_budget: 100 + index_dir: "./recognition_demo_data_v1.0/gallery_product/index" return_k: 5 - dist_type: "IP" score_thres: 0.5 diff --git a/deploy/configs/inference_vehicle.yaml b/deploy/configs/inference_vehicle.yaml index 8edcb8d5d..5132a4190 100644 --- a/deploy/configs/inference_vehicle.yaml +++ b/deploy/configs/inference_vehicle.yaml @@ -52,8 +52,6 @@ RecPostProcess: null # indexing engine config IndexProcess: - index_path: "./recognition_demo_data_v1.0/gallery_vehicle/index/" - search_budget: 100 + index_dir: "./recognition_demo_data_v1.0/gallery_vehicle/index/" return_k: 5 - dist_type: "IP" score_thres: 0.5 diff --git a/deploy/python/build_gallery.py b/deploy/python/build_gallery.py index a7297366d..05a9f6295 100644 --- a/deploy/python/build_gallery.py +++ b/deploy/python/build_gallery.py @@ -17,13 +17,13 @@ import sys __dir__ = os.path.dirname(os.path.abspath(__file__)) sys.path.append(os.path.abspath(os.path.join(__dir__, '../'))) -import copy import cv2 +import faiss import numpy as np from tqdm import tqdm +import pickle from python.predict_rec import RecPredictor -from vector_search import Graph_Index from utils import logger from utils import config @@ -31,9 +31,9 @@ from utils import config def split_datafile(data_file, image_root, delimiter="\t"): ''' - data_file: image path and info, which can be splitted by spacer + data_file: image path and info, which can be splitted by spacer image_root: image path root - delimiter: delimiter + delimiter: delimiter ''' gallery_images = [] gallery_docs = [] @@ -45,9 +45,8 @@ def split_datafile(data_file, image_root, delimiter="\t"): assert text_num >= 2, f"line({ori_line}) must be splitted into at least 2 parts, but got {text_num}" image_file = os.path.join(image_root, line[0]) - image_doc = line[1] gallery_images.append(image_file) - gallery_docs.append(image_doc) + gallery_docs.append(ori_line.strip()) return gallery_images, gallery_docs @@ -64,9 +63,77 @@ class GalleryBuilder(object): ''' build index from scratch ''' + operation_method = config.get("index_operation", "new").lower() + gallery_images, gallery_docs = split_datafile( config['data_file'], config['image_root'], config['delimiter']) + if operation_method != "remove": + gallery_features = self._extract_features(gallery_images, config) + assert operation_method in [ + "new", "remove", "append" + ], "Only append, remove and new operation are supported" + if operation_method in ["remove", "append"]: + assert os.path.join( + config["index_dir"], "vector.index" + ), "The vector.index dose not exist in {} when 'index_operation' is not None".format( + config["index_dir"]) + assert os.path.join( + config["index_dir"], "id_map.pkl" + ), "The id_map.pkl dose not exist in {} when 'index_operation' is not None".format( + config["index_dir"]) + index = faiss.read_index( + os.path.join(config["index_dir"], "vector.index")) + with open(os.path.join(config["index_dir"], "id_map.pkl"), + 'rb') as fd: + ids = pickle.load(fd) + assert index.ntotal == len(ids.keys( + )), "data number in index is not equal in in id_map" + else: + if not os.path.exists(config["index_dir"]): + os.makedirs(config["index_dir"], exist_ok=True) + index_method = config.get("index_method", "HNSW32") + if index_method == "IVF": + index_method = index_method + str( + min(int(len(gallery_images) // 8), 65536)) + ",Flat" + dist_type = faiss.METRIC_INNER_PRODUCT if config[ + "dist_type"] == "IP" else faiss.METRIC_L2 + index = faiss.index_factory(config["embedding_size"], index_method, + dist_type) + index = faiss.IndexIDMap2(index) + ids = {} + + if config["index_method"] == "HNSW32": + logger.warning( + "The HNSW32 method dose not support 'remove' operation") + + if operation_method != "remove": + start_id = max(ids.keys()) + 1 if ids else 0 + ids_now = np.arange(0, len(gallery_images)) + start_id + if operation_method == "new": + index.train(gallery_features) + index.add_with_ids(gallery_features, ids_now) + + for i, d in zip(list(ids_now), gallery_docs): + ids[i] = d + else: + if config["index_method"] == "HNSW32": + raise RuntimeError( + "The index_method: HNSW32 dose not support 'remove' operation" + ) + remove_ids = list( + filter(lambda k: ids.get(k) in gallery_docs, ids.keys())) + remove_ids = np.asarray(remove_ids) + index.remove_ids(remove_ids) + for k in remove_ids: + del ids[k] + + faiss.write_index(index, + os.path.join(config["index_dir"], "vector.index")) + with open(os.path.join(config["index_dir"], "id_map.pkl"), 'wb') as fd: + pickle.dump(ids, fd) + + def _extract_features(self, gallery_images, config): # extract gallery features gallery_features = np.zeros( [len(gallery_images), config['embedding_size']], dtype=np.float32) @@ -91,19 +158,11 @@ class GalleryBuilder(object): rec_feat = self.rec_predictor.predict(batch_img) gallery_features[-len(batch_img):, :] = rec_feat batch_img = [] - - # train index - self.Searcher = Graph_Index(dist_type=config['dist_type']) - self.Searcher.build( - gallery_vectors=gallery_features, - gallery_docs=gallery_docs, - pq_size=config['pq_size'], - index_path=config['index_path'], - append_index=config["append_index"]) + return gallery_features def main(config): - system_builder = GalleryBuilder(config) + GalleryBuilder(config) return diff --git a/deploy/python/predict_system.py b/deploy/python/predict_system.py index 3f5d63a81..79c1ea703 100644 --- a/deploy/python/predict_system.py +++ b/deploy/python/predict_system.py @@ -1,6 +1,6 @@ # Copyright (c) 2021 PaddlePaddle Authors. All Rights Reserved. # -# Licensed under the Apache License, Version 2.0 (the "License"); +# Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # @@ -20,10 +20,11 @@ sys.path.append(os.path.abspath(os.path.join(__dir__, '../'))) import copy import cv2 import numpy as np +import faiss +import pickle from python.predict_rec import RecPredictor from python.predict_det import DetPredictor -from vector_search import Graph_Index from utils import logger from utils import config @@ -40,11 +41,16 @@ class SystemPredictor(object): assert 'IndexProcess' in config.keys(), "Index config not found ... " self.return_k = self.config['IndexProcess']['return_k'] - self.search_budget = self.config['IndexProcess']['search_budget'] - self.Searcher = Graph_Index( - dist_type=config['IndexProcess']['dist_type']) - self.Searcher.load(config['IndexProcess']['index_path']) + index_dir = self.config["IndexProcess"]["index_dir"] + assert os.path.exists(os.path.join( + index_dir, "vector.index")), "vector.index not found ..." + assert os.path.exists(os.path.join( + index_dir, "id_map.pkl")), "id_map.pkl not found ... " + self.Searcher = faiss.read_index( + os.path.join(index_dir, "vector.index")) + with open(os.path.join(index_dir, "id_map.pkl"), "rb") as fd: + self.id_map = pickle.load(fd) def append_self(self, results, shape): results.append({ @@ -98,14 +104,11 @@ class SystemPredictor(object): crop_img = img[ymin:ymax, xmin:xmax, :].copy() rec_results = self.rec_predictor.predict(crop_img) preds["bbox"] = [xmin, ymin, xmax, ymax] - scores, docs = self.Searcher.search( - query=rec_results, - return_k=self.return_k, - search_budget=self.search_budget) + scores, docs = self.Searcher.search(rec_results, self.return_k) # just top-1 result will be returned for the final - if scores[0] >= self.config["IndexProcess"]["score_thres"]: - preds["rec_docs"] = docs[0] - preds["rec_scores"] = scores[0] + if scores[0][0] >= self.config["IndexProcess"]["score_thres"]: + preds["rec_docs"] = self.id_map[docs[0][0]].split()[1] + preds["rec_scores"] = scores[0][0] output.append(preds) # st5: nms to the final results to avoid fetching duplicate results From f61b53104764e7527c57808ae47c1d360b4edfc0 Mon Sep 17 00:00:00 2001 From: Bin Lu Date: Thu, 26 Aug 2021 16:27:29 +0800 Subject: [PATCH 27/40] Update MV3_Large_1x_Aliproduct_DLBHC.yaml --- ppcls/configs/Products/MV3_Large_1x_Aliproduct_DLBHC.yaml | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/ppcls/configs/Products/MV3_Large_1x_Aliproduct_DLBHC.yaml b/ppcls/configs/Products/MV3_Large_1x_Aliproduct_DLBHC.yaml index 1838e3100..c9a8b7b40 100644 --- a/ppcls/configs/Products/MV3_Large_1x_Aliproduct_DLBHC.yaml +++ b/ppcls/configs/Products/MV3_Large_1x_Aliproduct_DLBHC.yaml @@ -1,7 +1,7 @@ # global configs Global: checkpoints: null - pretrained_model: ./output_dlbhc/RecModel/best_model + pretrained_model: null output_dir: ./output_dlbhc/ device: gpu save_interval: 1 @@ -138,7 +138,9 @@ Metric: topk: [1, 5] Eval: - TopkAcc: - topk: [1, 5] + topk: [1, 5] + +# switch to metric below when eval by retrieval # - Recallk: # topk: [1] # - mAP: From d388d69a63a3ed0c91b4ce4a31aad725cf01433e Mon Sep 17 00:00:00 2001 From: Bin Lu Date: Thu, 26 Aug 2021 19:38:40 +0800 Subject: [PATCH 28/40] Update retrieval.py --- ppcls/engine/evaluation/retrieval.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/ppcls/engine/evaluation/retrieval.py b/ppcls/engine/evaluation/retrieval.py index cd8830a55..49d9626f6 100644 --- a/ppcls/engine/evaluation/retrieval.py +++ b/ppcls/engine/evaluation/retrieval.py @@ -126,10 +126,10 @@ def cal_feature(evaler, name='gallery'): batch_feas = paddle.divide(batch_feas, feas_norm) # do binarize - if self.config["Global"].get("feature_binarize") == "round": + if evaler.config["Global"].get("feature_binarize") == "round": batch_feas = paddle.round(batch_feas).astype("float32") * 2.0 - 1.0 - if self.config["Global"].get("feature_binarize") == "sign": + if evaler.config["Global"].get("feature_binarize") == "sign": batch_feas = paddle.sign(batch_feas).astype("float32") if all_feas is None: From 20b354972e8a49f82de4ef60ed1f8ec4bf1472ff Mon Sep 17 00:00:00 2001 From: dongshuilong Date: Mon, 30 Aug 2021 03:45:32 +0000 Subject: [PATCH 29/40] update faiss --- deploy/python/build_gallery.py | 3 ++- deploy/vector_search/README.md | 1 + deploy/vector_search/README_en.md | 4 +++- 3 files changed, 6 insertions(+), 2 deletions(-) diff --git a/deploy/python/build_gallery.py b/deploy/python/build_gallery.py index 05a9f6295..019b7efc1 100644 --- a/deploy/python/build_gallery.py +++ b/deploy/python/build_gallery.py @@ -109,7 +109,8 @@ class GalleryBuilder(object): if operation_method != "remove": start_id = max(ids.keys()) + 1 if ids else 0 - ids_now = np.arange(0, len(gallery_images)) + start_id + ids_now = ( + np.arange(0, len(gallery_images)) + start_id).astype(np.int64) if operation_method == "new": index.train(gallery_features) index.add_with_ids(gallery_features, ids_now) diff --git a/deploy/vector_search/README.md b/deploy/vector_search/README.md index a921c2345..2b3a93966 100644 --- a/deploy/vector_search/README.md +++ b/deploy/vector_search/README.md @@ -1,5 +1,6 @@ # 向量检索 +*****注意**:由于系统适配性问题,在新版本中,此检索算法将被废弃。新版本中将使用[faiss](https://github.com/facebookresearch/faiss),整体检索模型库的使用流程不变,但是简历索引及检索时的yaml文件有所修改。 ## 1. 简介 diff --git a/deploy/vector_search/README_en.md b/deploy/vector_search/README_en.md index 20b253948..d462144da 100644 --- a/deploy/vector_search/README_en.md +++ b/deploy/vector_search/README_en.md @@ -1,5 +1,7 @@ # Vector search +*Due to the system adaptability problem, this retrieval algorithm will be abandoned in the new version. [faiss](https://github.com/facebookresearch/faiss) will be used in the new version. The use process of the overall retrieval system base will remain unchanged, but the yaml files for build indexes and retrieval will be modified. + ## 1. Introduction Some vertical domain recognition tasks (e.g., vehicles, commodities, etc.) require a large number of recognized categories, and often use a retrieval-based approach to obtain matching predicted categories by performing a fast nearest neighbor search with query vectors and underlying library vectors. The vector search module provides the basic approximate nearest neighbor search algorithm based on Baidu's self-developed Möbius algorithm, a graph-based approximate nearest neighbor search algorithm for maximum inner product search (MIPS). This module provides python interface, supports numpy and tensor type vectors, and supports L2 and Inner Product distance calculation. @@ -57,7 +59,7 @@ brew install gcc 1. If prompted with `Error: Running Homebrew as root is extremely dangerous and no longer supported... `, refer to this [link](https://jingyan.baidu.com/article/e52e3615057a2840c60c519c.html) 2. If prompted with `Error: Failure while executing; tar --extract --no-same-owner --file... `, refer to this [link](https://blog.csdn.net/Dawn510/article/details/117787358). -After installation the compiled executable is copied under /usr/local/bin, look at the gcc in this folder: +After installation the compiled executable is copied under /usr/local/bin, look at the gcc in this folder: ``` ls /usr/local/bin/gcc* From 76de2444f5239e6b2d70796caba2cba6a711df05 Mon Sep 17 00:00:00 2001 From: dongshuilong Date: Mon, 30 Aug 2021 03:46:03 +0000 Subject: [PATCH 30/40] update faiss --- requirements.txt | 1 + 1 file changed, 1 insertion(+) diff --git a/requirements.txt b/requirements.txt index 9575884ff..db2e5a08c 100644 --- a/requirements.txt +++ b/requirements.txt @@ -8,3 +8,4 @@ visualdl >= 2.0.0b scipy scikit-learn==0.23.2 gast==0.3.3 +faiss-cpu==1.7.1 From b15822d1f5f27df37314c0147db4ce8b11cebd49 Mon Sep 17 00:00:00 2001 From: Walter Date: Mon, 30 Aug 2021 11:47:56 +0800 Subject: [PATCH 31/40] Update README.md --- deploy/vector_search/README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/deploy/vector_search/README.md b/deploy/vector_search/README.md index 2b3a93966..25f13e730 100644 --- a/deploy/vector_search/README.md +++ b/deploy/vector_search/README.md @@ -1,6 +1,6 @@ # 向量检索 -*****注意**:由于系统适配性问题,在新版本中,此检索算法将被废弃。新版本中将使用[faiss](https://github.com/facebookresearch/faiss),整体检索模型库的使用流程不变,但是简历索引及检索时的yaml文件有所修改。 +**注意**:由于系统适配性问题,在新版本中,此检索算法将被废弃。新版本中将使用[faiss](https://github.com/facebookresearch/faiss),整体检索模型库的使用流程不变,但是简历索引及检索时的yaml文件有所修改。 ## 1. 简介 From f043a402735fe68a78f3ed2d9603d2de4756731c Mon Sep 17 00:00:00 2001 From: Walter Date: Mon, 30 Aug 2021 11:48:23 +0800 Subject: [PATCH 32/40] Update README_en.md --- deploy/vector_search/README_en.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/deploy/vector_search/README_en.md b/deploy/vector_search/README_en.md index d462144da..aecadfd95 100644 --- a/deploy/vector_search/README_en.md +++ b/deploy/vector_search/README_en.md @@ -1,6 +1,6 @@ # Vector search -*Due to the system adaptability problem, this retrieval algorithm will be abandoned in the new version. [faiss](https://github.com/facebookresearch/faiss) will be used in the new version. The use process of the overall retrieval system base will remain unchanged, but the yaml files for build indexes and retrieval will be modified. +**Attention**: Due to the system adaptability problem, this retrieval algorithm will be abandoned in the new version. [faiss](https://github.com/facebookresearch/faiss) will be used in the new version. The use process of the overall retrieval system base will remain unchanged, but the yaml files for build indexes and retrieval will be modified. ## 1. 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81fcc9cb725acbe452d28135ae12a04a5a3e68ea Mon Sep 17 00:00:00 2001 From: littletomatodonkey Date: Wed, 1 Sep 2021 19:36:28 +0800 Subject: [PATCH 34/40] fix label smooth bug (#1191) --- ppcls/loss/celoss.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/ppcls/loss/celoss.py b/ppcls/loss/celoss.py index 7bc3c06cb..134797fbf 100644 --- a/ppcls/loss/celoss.py +++ b/ppcls/loss/celoss.py @@ -29,7 +29,7 @@ class CELoss(nn.Layer): self.epsilon = epsilon def _labelsmoothing(self, target, class_num): - if target.shape[-1] != class_num: + if target.ndim == 1 or target.shape[-1] != class_num: one_hot_target = F.one_hot(target, class_num) else: one_hot_target = target From c35a1f0ee3b5e92b6377ab1b0cbaf547aa2230dc Mon Sep 17 00:00:00 2001 From: dongshuilong Date: Thu, 2 Sep 2021 07:35:18 +0000 Subject: [PATCH 35/40] update ci data --- deploy/configs/build_cartoon.yaml | 6 +++--- deploy/configs/build_logo.yaml | 6 +++--- deploy/configs/build_product.yaml | 6 +++--- deploy/configs/build_vehicle.yaml | 6 +++--- deploy/configs/inference_cartoon.yaml | 4 ++-- deploy/configs/inference_logo.yaml | 4 ++-- deploy/configs/inference_product.yaml | 4 ++-- deploy/configs/inference_vehicle.yaml | 4 ++-- 8 files changed, 20 insertions(+), 20 deletions(-) diff --git a/deploy/configs/build_cartoon.yaml b/deploy/configs/build_cartoon.yaml index f18525816..f9ec401f0 100644 --- a/deploy/configs/build_cartoon.yaml +++ b/deploy/configs/build_cartoon.yaml @@ -29,9 +29,9 @@ RecPostProcess: null # indexing engine config IndexProcess: index_method: "HNSW32" # supported: HNSW32, IVF, Flat - index_dir: "./recognition_demo_data_v1.0/gallery_cartoon/index/" - image_root: "./recognition_demo_data_v1.0/gallery_cartoon/" - data_file: "./recognition_demo_data_v1.0/gallery_cartoon/data_file.txt" + index_dir: "./recognition_demo_data_v1.1/gallery_cartoon/index/" + image_root: "./recognition_demo_data_v1.1/gallery_cartoon/" + data_file: "./recognition_demo_data_v1.1/gallery_cartoon/data_file.txt" index_operation: "new" # suported: "append", "remove", "new" delimiter: "\t" dist_type: "IP" diff --git a/deploy/configs/build_logo.yaml b/deploy/configs/build_logo.yaml index b7bc556f5..b999560a7 100644 --- a/deploy/configs/build_logo.yaml +++ b/deploy/configs/build_logo.yaml @@ -27,9 +27,9 @@ RecPostProcess: null # indexing engine config IndexProcess: index_method: "HNSW32" # supported: HNSW32, IVF, Flat - index_dir: "./recognition_demo_data_v1.0/gallery_logo/index/" - image_root: "./recognition_demo_data_v1.0/gallery_logo/" - data_file: "./recognition_demo_data_v1.0/gallery_logo/data_file.txt" + index_dir: "./recognition_demo_data_v1.1/gallery_logo/index/" + image_root: "./recognition_demo_data_v1.1/gallery_logo/" + data_file: "./recognition_demo_data_v1.1/gallery_logo/data_file.txt" index_operation: "new" # suported: "append", "remove", "new" delimiter: "\t" dist_type: "IP" diff --git a/deploy/configs/build_product.yaml b/deploy/configs/build_product.yaml index 82f978f39..f9b03a7f5 100644 --- a/deploy/configs/build_product.yaml +++ b/deploy/configs/build_product.yaml @@ -27,9 +27,9 @@ RecPostProcess: null # indexing engine config IndexProcess: index_method: "HNSW32" # supported: HNSW32, IVF, Flat - index_dir: "./recognition_demo_data_v1.0/gallery_product/index" - image_root: "./recognition_demo_data_v1.0/gallery_product/" - data_file: "./recognition_demo_data_v1.0/gallery_product/data_file.txt" + index_dir: "./recognition_demo_data_v1.1/gallery_product/index" + image_root: "./recognition_demo_data_v1.1/gallery_product/" + data_file: "./recognition_demo_data_v1.1/gallery_product/data_file.txt" index_operation: "new" # suported: "append", "remove", "new" delimiter: "\t" dist_type: "IP" diff --git a/deploy/configs/build_vehicle.yaml b/deploy/configs/build_vehicle.yaml index d2c6453ea..b737c2b86 100644 --- a/deploy/configs/build_vehicle.yaml +++ b/deploy/configs/build_vehicle.yaml @@ -27,9 +27,9 @@ RecPostProcess: null # indexing engine config IndexProcess: index_method: "HNSW32" # supported: HNSW32, IVF, Flat - index_dir: "./recognition_demo_data_v1.0/gallery_vehicle/index/" - image_root: "./recognition_demo_data_v1.0/gallery_vehicle/" - data_file: "./recognition_demo_data_v1.0/gallery_vehicle/data_file.txt" + index_dir: "./recognition_demo_data_v1.1/gallery_vehicle/index/" + image_root: "./recognition_demo_data_v1.1/gallery_vehicle/" + data_file: "./recognition_demo_data_v1.1/gallery_vehicle/data_file.txt" index_operation: "new" # suported: "append", "remove", "new" delimiter: "\t" dist_type: "IP" diff --git a/deploy/configs/inference_cartoon.yaml b/deploy/configs/inference_cartoon.yaml index b86d3d59e..83d2b246a 100644 --- a/deploy/configs/inference_cartoon.yaml +++ b/deploy/configs/inference_cartoon.yaml @@ -1,5 +1,5 @@ Global: - infer_imgs: "./recognition_demo_data_v1.0/test_cartoon" + infer_imgs: "./recognition_demo_data_v1.1/test_cartoon" det_inference_model_dir: "./models/ppyolov2_r50vd_dcn_mainbody_v1.0_infer/" rec_inference_model_dir: "./models/cartoon_rec_ResNet50_iCartoon_v1.0_infer/" rec_nms_thresold: 0.05 @@ -51,6 +51,6 @@ RecPreProcess: RecPostProcess: null IndexProcess: - index_dir: "./recognition_demo_data_v1.0/gallery_cartoon/index/" + index_dir: "./recognition_demo_data_v1.1/gallery_cartoon/index/" return_k: 5 score_thres: 0.5 diff --git a/deploy/configs/inference_logo.yaml b/deploy/configs/inference_logo.yaml index 1d4cc9201..a89d90be9 100644 --- a/deploy/configs/inference_logo.yaml +++ b/deploy/configs/inference_logo.yaml @@ -1,5 +1,5 @@ Global: - infer_imgs: "./recognition_demo_data_v1.0/test_logo" + infer_imgs: "./recognition_demo_data_v1.1/test_logo" det_inference_model_dir: "./models/ppyolov2_r50vd_dcn_mainbody_v1.0_infer/" rec_inference_model_dir: "./models/logo_rec_ResNet50_Logo3K_v1.0_infer/" rec_nms_thresold: 0.05 @@ -50,6 +50,6 @@ RecPostProcess: null # indexing engine config IndexProcess: - index_dir: "./recognition_demo_data_v1.0/gallery_logo/index/" + index_dir: "./recognition_demo_data_v1.1/gallery_logo/index/" return_k: 5 score_thres: 0.5 diff --git a/deploy/configs/inference_product.yaml b/deploy/configs/inference_product.yaml index 28a4a19e5..70f3c2fce 100644 --- a/deploy/configs/inference_product.yaml +++ b/deploy/configs/inference_product.yaml @@ -1,5 +1,5 @@ Global: - infer_imgs: "./recognition_demo_data_v1.0/test_product/daoxiangcunjinzhubing_6.jpg" + infer_imgs: "./recognition_demo_data_v1.1/test_product/daoxiangcunjinzhubing_6.jpg" det_inference_model_dir: "./models/ppyolov2_r50vd_dcn_mainbody_v1.0_infer" rec_inference_model_dir: "./models/product_ResNet50_vd_aliproduct_v1.0_infer" rec_nms_thresold: 0.05 @@ -50,6 +50,6 @@ RecPostProcess: null # indexing engine config IndexProcess: - index_dir: "./recognition_demo_data_v1.0/gallery_product/index" + index_dir: "./recognition_demo_data_v1.1/gallery_product/index" return_k: 5 score_thres: 0.5 diff --git a/deploy/configs/inference_vehicle.yaml b/deploy/configs/inference_vehicle.yaml index 5132a4190..0152d39fb 100644 --- a/deploy/configs/inference_vehicle.yaml +++ b/deploy/configs/inference_vehicle.yaml @@ -1,5 +1,5 @@ Global: - infer_imgs: "./recognition_demo_data_v1.0/test_vehicle/" + infer_imgs: "./recognition_demo_data_v1.1/test_vehicle/" det_inference_model_dir: "./models/ppyolov2_r50vd_dcn_mainbody_v1.0_infer/" rec_inference_model_dir: "./models/vehicle_cls_ResNet50_CompCars_v1.0_infer/" rec_nms_thresold: 0.05 @@ -52,6 +52,6 @@ RecPostProcess: null # indexing engine config IndexProcess: - index_dir: "./recognition_demo_data_v1.0/gallery_vehicle/index/" + index_dir: "./recognition_demo_data_v1.1/gallery_vehicle/index/" return_k: 5 score_thres: 0.5 From d49657ad083b4c0ceeb16a517c42a77129cdedbc Mon Sep 17 00:00:00 2001 From: dongshuilong Date: Thu, 2 Sep 2021 07:42:22 +0000 Subject: [PATCH 36/40] fix rec forward bug --- ppcls/engine/engine.py | 5 +++++ ppcls/engine/train/train.py | 2 +- 2 files changed, 6 insertions(+), 1 deletion(-) diff --git a/ppcls/engine/engine.py b/ppcls/engine/engine.py index ad5c584f0..bdcd4c4cc 100644 --- a/ppcls/engine/engine.py +++ b/ppcls/engine/engine.py @@ -51,6 +51,11 @@ class Engine(object): self.config = config self.eval_mode = self.config["Global"].get("eval_mode", "classification") + if "Head" in self.config["Arch"]: + self.is_rec = True + else: + self.is_rec = False + # init logger self.output_dir = self.config['Global']['output_dir'] log_file = os.path.join(self.output_dir, self.config["Arch"]["name"], diff --git a/ppcls/engine/train/train.py b/ppcls/engine/train/train.py index 9e36a063e..73f225087 100644 --- a/ppcls/engine/train/train.py +++ b/ppcls/engine/train/train.py @@ -79,7 +79,7 @@ def train_epoch(trainer, epoch_id, print_batch_step): def forward(trainer, batch): - if trainer.eval_mode == "classification": + if not trainer.is_rec: return trainer.model(batch[0]) else: return trainer.model(batch[0], batch[1]) From b16af28fdd468340f62ef2585af4a79a787cf03a Mon Sep 17 00:00:00 2001 From: dongshuilong Date: Thu, 2 Sep 2021 08:52:44 +0000 Subject: [PATCH 37/40] update rec quick start doc --- docs/en/tutorials/quick_start_recognition_en.md | 16 ++++++++-------- docs/zh_CN/tutorials/quick_start_recognition.md | 14 +++++++------- 2 files changed, 15 insertions(+), 15 deletions(-) diff --git a/docs/en/tutorials/quick_start_recognition_en.md b/docs/en/tutorials/quick_start_recognition_en.md index dcea1b93c..9002c1c24 100644 --- a/docs/en/tutorials/quick_start_recognition_en.md +++ b/docs/en/tutorials/quick_start_recognition_en.md @@ -40,11 +40,11 @@ The detection model with the recognition inference model for the 4 directions (L | Logo Recognition Model | Logo Scenario | [Model Download Link](https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/rec/models/inference/logo_rec_ResNet50_Logo3K_v1.0_infer.tar) | [inference_logo.yaml](../../../deploy/configs/inference_logo.yaml) | [build_logo.yaml](../../../deploy/configs/build_logo.yaml) | | Cartoon Face Recognition Model| Cartoon Face Scenario | [Model Download Link](https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/rec/models/inference/cartoon_rec_ResNet50_iCartoon_v1.0_infer.tar) | [inference_cartoon.yaml](../../../deploy/configs/inference_cartoon.yaml) | [build_cartoon.yaml](../../../deploy/configs/build_cartoon.yaml) | | Vehicle Fine-Grained Classfication Model | Vehicle Scenario | [Model Download Link](https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/rec/models/inference/vehicle_cls_ResNet50_CompCars_v1.0_infer.tar) | [inference_vehicle.yaml](../../../deploy/configs/inference_vehicle.yaml) | [build_vehicle.yaml](../../../deploy/configs/build_vehicle.yaml) | -| Product Recignition Model | Product Scenario | [Model Download Link](https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/rec/models/inference/product_ResNet50_vd_Inshop_v1.0_infer.tar) | [inference_product.yaml](../../../deploy/configs/inference_product.yaml) | [build_product.yaml](../../../deploy/configs/build_product.yaml) | +| Product Recignition Model | Product Scenario | [Model Download Link](https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/rec/models/inference/product_ResNet50_vd_aliproduct_v1.0_infer.tar) | [inference_product.yaml](../../../deploy/configs/inference_product.yaml) | [build_product.yaml](../../../deploy/configs/build_product.yaml) | | Vehicle ReID Model | Vehicle ReID Scenario | [Model Download Link](https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/rec/models/inference/vehicle_reid_ResNet50_VERIWild_v1.0_infer.tar) | - | - | -Demo data in this tutorial can be downloaded here: [download link](https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/rec/data/recognition_demo_data_en_v1.0.tar). +Demo data in this tutorial can be downloaded here: [download link](https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/rec/data/recognition_demo_data_en_v1.1.tar). **Attention** @@ -238,12 +238,12 @@ cp recognition_demo_data_v1.0/gallery_product/data_file.txt recognition_demo_dat Then add some new lines into the new label file, which is shown as follows. ``` -gallery/anmuxi/001.jpg Anmuxi Ambrosial Yogurt -gallery/anmuxi/002.jpg Anmuxi Ambrosial Yogurt -gallery/anmuxi/003.jpg Anmuxi Ambrosial Yogurt -gallery/anmuxi/004.jpg Anmuxi Ambrosial Yogurt -gallery/anmuxi/005.jpg Anmuxi Ambrosial Yogurt -gallery/anmuxi/006.jpg Anmuxi Ambrosial Yogurt +gallery/anmuxi/001.jpg Anmuxi Ambrosial Yogurt +gallery/anmuxi/002.jpg Anmuxi Ambrosial Yogurt +gallery/anmuxi/003.jpg Anmuxi Ambrosial Yogurt +gallery/anmuxi/004.jpg Anmuxi Ambrosial Yogurt +gallery/anmuxi/005.jpg Anmuxi Ambrosial Yogurt +gallery/anmuxi/006.jpg Anmuxi Ambrosial Yogurt ``` Each line can be splited into two fields. The first field denotes the relative image path, and the second field denotes its label. The `delimiter` is `tab` here. diff --git a/docs/zh_CN/tutorials/quick_start_recognition.md b/docs/zh_CN/tutorials/quick_start_recognition.md index 81518f390..439475bc6 100644 --- a/docs/zh_CN/tutorials/quick_start_recognition.md +++ b/docs/zh_CN/tutorials/quick_start_recognition.md @@ -44,7 +44,7 @@ | 车辆ReID模型 | 车辆ReID场景 | [模型下载链接](https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/rec/models/inference/vehicle_reid_ResNet50_VERIWild_v1.0_infer.tar) | - | - | -本章节demo数据下载地址如下: [数据下载链接](https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/rec/data/recognition_demo_data_v1.0.tar)。 +本章节demo数据下载地址如下: [数据下载链接](https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/rec/data/recognition_demo_data_v1.1.tar)。 **注意** @@ -238,12 +238,12 @@ cp recognition_demo_data_v1.0/gallery_product/data_file.txt recognition_demo_dat 然后在文件`recognition_demo_data_v1.0/gallery_product/data_file_update.txt`中添加以下的信息, ``` -gallery/anmuxi/001.jpg 安慕希酸奶 -gallery/anmuxi/002.jpg 安慕希酸奶 -gallery/anmuxi/003.jpg 安慕希酸奶 -gallery/anmuxi/004.jpg 安慕希酸奶 -gallery/anmuxi/005.jpg 安慕希酸奶 -gallery/anmuxi/006.jpg 安慕希酸奶 +gallery/anmuxi/001.jpg 安慕希酸奶 +gallery/anmuxi/002.jpg 安慕希酸奶 +gallery/anmuxi/003.jpg 安慕希酸奶 +gallery/anmuxi/004.jpg 安慕希酸奶 +gallery/anmuxi/005.jpg 安慕希酸奶 +gallery/anmuxi/006.jpg 安慕希酸奶 ``` 每一行的文本中,第一个字段表示图像的相对路径,第二个字段表示图像对应的标签信息,中间用`tab`键分隔开(注意:有些编辑器会将`tab`自动转换为`空格`,这种情况下会导致文件解析报错)。 From 533c0025e927a1b9f56c94c131eef7c0973b1e4b Mon Sep 17 00:00:00 2001 From: dongshuilong Date: Thu, 2 Sep 2021 08:57:27 +0000 Subject: [PATCH 38/40] update rec quick start doc --- docs/en/tutorials/quick_start_recognition_en.md | 12 ++++++------ docs/zh_CN/tutorials/quick_start_recognition.md | 12 ++++++------ 2 files changed, 12 insertions(+), 12 deletions(-) diff --git a/docs/en/tutorials/quick_start_recognition_en.md b/docs/en/tutorials/quick_start_recognition_en.md index 9002c1c24..cd14d2bb7 100644 --- a/docs/en/tutorials/quick_start_recognition_en.md +++ b/docs/en/tutorials/quick_start_recognition_en.md @@ -238,12 +238,12 @@ cp recognition_demo_data_v1.0/gallery_product/data_file.txt recognition_demo_dat Then add some new lines into the new label file, which is shown as follows. ``` -gallery/anmuxi/001.jpg Anmuxi Ambrosial Yogurt -gallery/anmuxi/002.jpg Anmuxi Ambrosial Yogurt -gallery/anmuxi/003.jpg Anmuxi Ambrosial Yogurt -gallery/anmuxi/004.jpg Anmuxi Ambrosial Yogurt -gallery/anmuxi/005.jpg Anmuxi Ambrosial Yogurt -gallery/anmuxi/006.jpg Anmuxi Ambrosial Yogurt +gallery/anmuxi/001.jpg Anmuxi Ambrosial Yogurt +gallery/anmuxi/002.jpg Anmuxi Ambrosial Yogurt +gallery/anmuxi/003.jpg Anmuxi Ambrosial Yogurt +gallery/anmuxi/004.jpg Anmuxi Ambrosial Yogurt +gallery/anmuxi/005.jpg Anmuxi Ambrosial Yogurt +gallery/anmuxi/006.jpg Anmuxi Ambrosial Yogurt ``` Each line can be splited into two fields. The first field denotes the relative image path, and the second field denotes its label. The `delimiter` is `tab` here. diff --git a/docs/zh_CN/tutorials/quick_start_recognition.md b/docs/zh_CN/tutorials/quick_start_recognition.md index 439475bc6..2e2fab831 100644 --- a/docs/zh_CN/tutorials/quick_start_recognition.md +++ b/docs/zh_CN/tutorials/quick_start_recognition.md @@ -238,12 +238,12 @@ cp recognition_demo_data_v1.0/gallery_product/data_file.txt recognition_demo_dat 然后在文件`recognition_demo_data_v1.0/gallery_product/data_file_update.txt`中添加以下的信息, ``` -gallery/anmuxi/001.jpg 安慕希酸奶 -gallery/anmuxi/002.jpg 安慕希酸奶 -gallery/anmuxi/003.jpg 安慕希酸奶 -gallery/anmuxi/004.jpg 安慕希酸奶 -gallery/anmuxi/005.jpg 安慕希酸奶 -gallery/anmuxi/006.jpg 安慕希酸奶 +gallery/anmuxi/001.jpg 安慕希酸奶 +gallery/anmuxi/002.jpg 安慕希酸奶 +gallery/anmuxi/003.jpg 安慕希酸奶 +gallery/anmuxi/004.jpg 安慕希酸奶 +gallery/anmuxi/005.jpg 安慕希酸奶 +gallery/anmuxi/006.jpg 安慕希酸奶 ``` 每一行的文本中,第一个字段表示图像的相对路径,第二个字段表示图像对应的标签信息,中间用`tab`键分隔开(注意:有些编辑器会将`tab`自动转换为`空格`,这种情况下会导致文件解析报错)。 From ac1fc810f70f7495ad7209d75ab91533ed46e422 Mon Sep 17 00:00:00 2001 From: Walter Date: Thu, 2 Sep 2021 19:38:44 +0800 Subject: [PATCH 39/40] Update README.md --- deploy/vector_search/README.md | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/deploy/vector_search/README.md b/deploy/vector_search/README.md index 25f13e730..afa1dc282 100644 --- a/deploy/vector_search/README.md +++ b/deploy/vector_search/README.md @@ -1,7 +1,6 @@ # 向量检索 -**注意**:由于系统适配性问题,在新版本中,此检索算法将被废弃。新版本中将使用[faiss](https://github.com/facebookresearch/faiss),整体检索模型库的使用流程不变,但是简历索引及检索时的yaml文件有所修改。 - +**注意**:由于系统适配性问题,在新版本中,此检索算法将被废弃。新版本中将使用[faiss](https://github.com/facebookresearch/faiss),整体检索的过程保持不变,但建立索引及检索时的yaml文件有所修改。 ## 1. 简介 一些垂域识别任务(如车辆、商品等)需要识别的类别数较大,往往采用基于检索的方式,通过查询向量与底库向量进行快速的最近邻搜索,获得匹配的预测类别。向量检索模块提供基础的近似最近邻搜索算法,基于百度自研的Möbius算法,一种基于图的近似最近邻搜索算法,用于最大内积搜索 (MIPS)。 该模块提供python接口,支持numpy和 tensor类型向量,支持L2和Inner Product距离计算。 From d181b0a544b79f05e32427a48ff836ccb49b9a68 Mon Sep 17 00:00:00 2001 From: dongshuilong Date: Thu, 2 Sep 2021 12:26:43 +0000 Subject: [PATCH 40/40] add code annotation for build_gallery.py --- deploy/python/build_gallery.py | 13 +++++++++++++ 1 file changed, 13 insertions(+) diff --git a/deploy/python/build_gallery.py b/deploy/python/build_gallery.py index 019b7efc1..8412f99f2 100644 --- a/deploy/python/build_gallery.py +++ b/deploy/python/build_gallery.py @@ -67,13 +67,19 @@ class GalleryBuilder(object): gallery_images, gallery_docs = split_datafile( config['data_file'], config['image_root'], config['delimiter']) + + # when remove data in index, do not need extract fatures if operation_method != "remove": gallery_features = self._extract_features(gallery_images, config) assert operation_method in [ "new", "remove", "append" ], "Only append, remove and new operation are supported" + + # vector.index: faiss index file + # id_map.pkl: use this file to map id to image_doc if operation_method in ["remove", "append"]: + # if remove or append, vector.index and id_map.pkl must exist assert os.path.join( config["index_dir"], "vector.index" ), "The vector.index dose not exist in {} when 'index_operation' is not None".format( @@ -93,6 +99,8 @@ class GalleryBuilder(object): if not os.path.exists(config["index_dir"]): os.makedirs(config["index_dir"], exist_ok=True) index_method = config.get("index_method", "HNSW32") + + # if IVF method, cal ivf number automaticlly if index_method == "IVF": index_method = index_method + str( min(int(len(gallery_images) // 8), 65536)) + ",Flat" @@ -108,9 +116,12 @@ class GalleryBuilder(object): "The HNSW32 method dose not support 'remove' operation") if operation_method != "remove": + # calculate id for new data start_id = max(ids.keys()) + 1 if ids else 0 ids_now = ( np.arange(0, len(gallery_images)) + start_id).astype(np.int64) + + # only train when new index file if operation_method == "new": index.train(gallery_features) index.add_with_ids(gallery_features, ids_now) @@ -122,6 +133,7 @@ class GalleryBuilder(object): raise RuntimeError( "The index_method: HNSW32 dose not support 'remove' operation" ) + # remove ids in id_map, remove index data in faiss index remove_ids = list( filter(lambda k: ids.get(k) in gallery_docs, ids.keys())) remove_ids = np.asarray(remove_ids) @@ -129,6 +141,7 @@ class GalleryBuilder(object): for k in remove_ids: del ids[k] + # store faiss index file and id_map file faiss.write_index(index, os.path.join(config["index_dir"], "vector.index")) with open(os.path.join(config["index_dir"], "id_map.pkl"), 'wb') as fd: