From a1983251e7833ba67794c859b05175d6d0325cef Mon Sep 17 00:00:00 2001 From: littletomatodonkey Date: Tue, 26 May 2020 07:11:38 +0000 Subject: [PATCH 1/4] add readme en doc --- README_en.md | 155 +++++++++++++++++++++++++++++ docs/images/main_features_s_en.png | Bin 0 -> 173544 bytes 2 files changed, 155 insertions(+) create mode 100644 README_en.md create mode 100644 docs/images/main_features_s_en.png diff --git a/README_en.md b/README_en.md new file mode 100644 index 000000000..804fbfe6d --- /dev/null +++ b/README_en.md @@ -0,0 +1,155 @@ +# PaddleClas + +**Book**: https://paddleclas.readthedocs.io + +**Quick start PaddleClas in 30 minutes**: https://paddleclas.readthedocs.io/zh_CN/latest/tutorials/quick_start.html + +## Introduction + +PaddleClas is a tool set for image classification tasks prepared for the industry and academia. It helps users train better computer vision models and apply in real scenarios. + +
+ +
+ +## Rich model zoo + +Based on ImageNet1k dataset, PaddleClas provides a brief introduction to 23 series of imaget classification networks such as ResNet, ResNet_vd, Res2Net, HRNet, and MobileNetV3 besides their reproduction configurations and training techniques. At the same time, the corresponding 117 image classification pretrained models are also open source. The GPU inference time of the server-side model is evaluated based on TensorRT. The CPU inference time and the mobile-side model storage size are evaluated on the Snapdragon 855 (SD855). For more detailed information of the supported pretrained models and their download links, please refer to [**models introduction tutorial**](https://paddleclas.readthedocs.io/zh_CN/latest/models/models_intro.html). + + +
+ +
+ +The above figure shows some of the latest server-side pretrained models. It can be seen from the figure that when using V100 GPU with FP32 and TensorRT, the `Top1` accuracy of the ResNet50_vd_ssld pretrained model on ImageNet1k-val dataset is **82.4%** and that of ResNet101_vd_ssld pretrained model is 83.7%. These pretained models are obtained from SSLD knowledge distillation solution provided by PaddleClas. The marks of the same color and symbol in the figure represent models of different model sizes in the same series. For the introduction of different models, FLOPS, Params and detailed GPU inference time (including the infecne speed of T4 GPU with different batch size), please refer to the documentation tutorial formal details: [https://paddleclas.readthedocs.io/zh_CN/latest/models/models_intro.html](https://paddleclas.readthedocs.io/zh_CN/latest/models/models_intro.html) + + +
+ +
+ + +The above figure shows performance of some commonly used mobile-side models, including MobileNetV1, MobileNetV2, MobileNetV3 and ShuffleNetV2 series. The inferece time is tested on Snapdragon 855 (SD855) with the batch size set as 1. the `Top1` accuracy of the MV3_large_x1_0_ssld, MV3_small_x1_0_ssld, MV1_ssld and MV2_ssld pretrained model on ImageNet1k-val dataset are 79%, 71.3%, 76.74%, 77.89%, respectively (M is short for MobileNet). MV3_large_x1_0_ssld_int8 is a quantizatied pretrained model for MV3_large_x1_0. More details about the mobile-side models can be seen in [**models introduction tutorial**](https://paddleclas.readthedocs.io/zh_CN/latest/models/models_intro.html) + +- TODO +- [ ] Reproduction and performance evaluation of EfficientLite, GhostNet and RegNet. + + +## High-level support + +In addition to providing rich classification network structures and pretrained models, PaddleClas also supports a series of algorithms or tools that help to improve the effectiveness and efficiency of image classification tasks. + +### knowledge distillation (SSLD) + +Knowledge distillation refers to using the teacher model to guide the student model to learn specific tasks, ensuring that the small model has a relatively large effect improvement with the computation cost unchanged, and even obtains similar accuracy with the large model. PaddleClas provides a Simple Semi-supervised Label Distillation method (SSLD). With this method, different models on ImageNet1k-val dataset has 3% absolute improvement(Top1 accuracy) on ImageNet1k-val dataset. The following figure shows the models' performance after SSLD. + +
+ +
+ +Taking the ImageNet1k dataset as an example, the following figure shows the SSLD knowledge distillation method framework. The key points of the method include the choice of teacher model, loss calculation method, iteration number, use of unlabeled data, and ImageNet1k dataset finetune. For detailed introduction and experiments, please refer to [**knowledge distillation tutorial**](https://paddleclas.readthedocs.io/zh_CN/latest/advanced_tutorials/distillation/index.html) + +
+ +
+ +### Data augmentation + +For a certain image classification task, data augmentation is a commonly used regularization method, which can effectively improve the effect of image classification, especially for scenarios where the data is insufficient or the network is large. Commonly used data augmentation can be divided into 3 categories, `transformation`, `cropping` and `aliasing`, as shown below. The image transformation refers to performing some transformations on the entire image, such as AutoAugment and RandAugment. The image cropping refers to the transformation of the image to block some areas in a certain way, such as CutOut, RandErasing, HideAndSeek and GridMask. Image aliasing refers to the transformation of multiple images to alias a new image, such as Mixup and Cutmix. + + +
+ +
+ + +PaddleClas provides the reproduction of the above 8 data augmentation algorithms and the evaluation of the effect in a unified environment. The following figure shows the performance of different data augmentation methods based on ResNet50. Compared with the standard transformation, using data augmentation, the recognition accuracy can be increased by up to 1%. For more detailed introduction of data augmentation methods, please refer to the [**data augmentation tutorial**](https://paddleclas.readthedocs.io/zh_CN/latest/advanced_tutorials/image_augmentation/index.html). + + +
+ +
+ + +## Quick start + +Based on flowers102 dataset, you can easily experience different networks, pretrained models and SSLD knowledge distillation method in PaddleClas. More details can be seen in [**Quick start PaddleClas in 30 minutes**](https://paddleclas.readthedocs.io/zh_CN/latest/tutorials/quick_start.html). + + +## Getting started + +For installation, model training, inference, evaluation and finetune in PaddleClas, you can refer to [**gettting started tutorial**](https://paddleclas.readthedocs.io/zh_CN/latest/tutorials/index.html). + + +## Featured extension and application + +### A classification pretrained model with 100K categories + +The models trained on ImageNet1K dataset are often used as pretrained models for other classification tasks in practical applications due to lack of training data. However, there are only 1,000 categories in the ImageNet1K dataset, and the feature migration capability of the pretrained model is limited. Therefore, Baidu developed a tag system including 100,000 categories, with semantic information and different granularity. Through manual or semi-supervised methods, more than 55,000,000 training images have been collectet. The system is the largest image classification system and training set in the country and even the world. PaddleClas provides the ResNet50_vd model trained on this dataset. The following table shows the comparison of using the ImageNet pretrained model and the above 100,000 image classification pretrained model in some practical application scenarios. Using the 100,000 image classification pretrained model, the recognition accuracy can be increased by up to 30%. + +| Dataset | Dataset statistics | ImageNet pretrained model | 100,000-categories' pretrained model | +|:--:|:--:|:--:|:--:| +| Flowers | class_num:102
train/val:5789/2396 | 0.7779 | 0.9892 | +| Hand-painted stick figures | class_num:18
train/val:1007/432 | 0.8785 | 0.9107 | +| Leaves | class_num:6
train/val:5256/2278 | 0.8212 | 0.8385 | +| Container vehicle | class_num:115
train/val:4879/2094 | 0.623 | 0.9524 | +| Chair | class_num:5
train/val:169/78 | 0.8557 | 0.9077 | +| Geology | class_num:4
train/val:671/296 | 0.5719 | 0.6781 | + + +The 100,000 categories' pretrained model can be downloaded here: [download link](https://paddle-imagenet-models-name.bj.bcebos.com/ResNet50_vd_10w_pretrained.tar). More details can be seen in [**Transfer learning tutorial**](https://paddleclas.readthedocs.io/zh_CN/latest/application/transfer_learning.html). + + +### Object detection + +In recent years, object detection tasks atrtract a lot of attention in academia and industry. The ImageNet classification model is often used for pretrained model n object detection, which can directly affect the effect of object detection. Based on 82.39% ResNet50_vd pretrained model, PaddleDetection provides a Pratical Server-side Detection solution, PSS-DET. The solution contains many strategies that can effectively improve the performance while take limited extra computation cost, such as model pruning, better pretrained model, deformable convolution, cascade rcnn, autoaugment, libra sampling and multi-scale training. Compared with the 79.12% ImageNet1k pretrained model, the 82.39% model can help improve the COCO mAP by 1.5% without any computation cost. Using PSS-DET, the inference speed on single V100 GPU can reach 20FPS when COCO mAP is 47.8%, and reach 61FPS when COCO mAP is 41.6%. For more details, please refer to [**Object Detection tutorial**](https://paddleclas.readthedocs.io/zh_CN/latest/application/object_detection.html). + + +
+ +
+ +- TODO +- [ ] Application of PaddleClas in OCR tasks. +- [ ] Application of PaddleClas in face detection and recognition tasks. + + + +## Industrial-grade application deployment tools + +PaddlePaddle provides a series of practical tools to conveniently deploy the PaddleClas models for industrial applications. For more details, please refer to [**extension tutorial**](https://paddleclas.readthedocs.io/zh_CN/latest/extension/index.html) + +- TensorRT inference +- Paddle-Lite +- Paddle-Serving +- Model quantization +- Multi-machine training +- Paddle Hub + +## Competition support + +PaddleClas stems from the Baidu's visual business applications and the exploration of frontier visual capabilities. It has helped us achieve leading results in many key events, and continues to promote more frontier visual solutions and landing applications. For more details, please refer to [**competition support tutorial**](https://paddleclas.readthedocs.io/zh_CN/latest/competition_support.html) + + +- 1st place in 2018 Kaggle Open Images V4 object detection challenge +- A-level certificate of three tasks: printed text OCR, face recognition and landmark recognition in the first multimedia information recognition technology competition +- 2nd place in 2019 Kaggle Open Images V5 object detection challenge +- 2nd place in Kaggle Landmark Retrieval Challenge 2019 +- 2nd place in Kaggle Landmark Recognition Challenge 2019 + + +## License + +PaddleClas is released under the Apache 2.0 license + +## Updates + +## Contributing + +Contributions are highly welcomed and we would really appreciate your feedback!! diff --git a/docs/images/main_features_s_en.png b/docs/images/main_features_s_en.png new file mode 100644 index 0000000000000000000000000000000000000000..643fb7375c928e8cc4df2b7ad1ac8383e8687a93 GIT binary patch literal 173544 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zxo}F&f|M))8rS%p!2sF}C0NbE@!)!GL-e%*1}7;VW0LShkZq(B@NJ^`1RQC3#m`r5 zFUXeJlTaingj=0m2g3ogirpTI~n?m#G9zU7Vr%Axv`^aN+z0l@vyVa1|F!bUN7+Y8q)t z5pci?48RS0P$v4y_enGfDq0qzn06nHJqQfjUw<&9J_D4X2SEa<3Ms0ztOEr4CJ=T zmZSm*S6ySMPW>hf1@7QPRM})jM2%|yef|A35PBRaKxJ~?K-Y&rN$G+rmgOb45u3;i z16F5bpUQ>;DVZ8{+WP(FlEOx<|Ml`H6nX;k#i!0d>F*0ttIVg|Hn>Q^2q0V}0Tzr= zqg%p|jA-3&9~DV1ejY?KP=J`J=%Au!v8$}f4-2D z_SO*J{Hp%u{{FuX_0KyUdB9C(S9w3TzXM7aF!cXxzW*6`QW}8gO|HCB^Zft*4A|kf q6y?-}L+AhZSZ{yv+ao=D{YX1%GiSC;LH7apCoU`_R4$_C24r9W literal 0 HcmV?d00001 From 4523abd0c4063abd23cc57a8573b39aa4191252b Mon Sep 17 00:00:00 2001 From: littletomatodonkey Date: Tue, 26 May 2020 12:46:03 +0000 Subject: [PATCH 2/4] fix readme en --- README_en.md | 14 +++++++------- 1 file changed, 7 insertions(+), 7 deletions(-) diff --git a/README_en.md b/README_en.md index 804fbfe6d..f9c6aae32 100644 --- a/README_en.md +++ b/README_en.md @@ -6,7 +6,7 @@ ## Introduction -PaddleClas is a tool set for image classification tasks prepared for the industry and academia. It helps users train better computer vision models and apply in real scenarios. +PaddleClas is a toolset for image classification tasks prepared for the industry and academia. It helps users train better computer vision models and apply them in real scenarios.
@@ -14,14 +14,14 @@ PaddleClas is a tool set for image classification tasks prepared for the industr ## Rich model zoo -Based on ImageNet1k dataset, PaddleClas provides a brief introduction to 23 series of imaget classification networks such as ResNet, ResNet_vd, Res2Net, HRNet, and MobileNetV3 besides their reproduction configurations and training techniques. At the same time, the corresponding 117 image classification pretrained models are also open source. The GPU inference time of the server-side model is evaluated based on TensorRT. The CPU inference time and the mobile-side model storage size are evaluated on the Snapdragon 855 (SD855). For more detailed information of the supported pretrained models and their download links, please refer to [**models introduction tutorial**](https://paddleclas.readthedocs.io/zh_CN/latest/models/models_intro.html). +Based on ImageNet1k dataset, PaddleClas provides a brief introduction to 23 series of image classification networks such as ResNet, ResNet_vd, Res2Net, HRNet, and MobileNetV3 besides their reproduction configurations and training techniques. At the same time, the corresponding 117 image classification pretrained models are also open source. The GPU inference time of the server-side model is evaluated based on TensorRT. The CPU inference time and the mobile-side model storage size are evaluated on the Snapdragon 855 (SD855). For more detailed information on the supported pretrained models and their download links, please refer to [**models introduction tutorial**](https://paddleclas.readthedocs.io/zh_CN/latest/models/models_intro.html).
-The above figure shows some of the latest server-side pretrained models. It can be seen from the figure that when using V100 GPU with FP32 and TensorRT, the `Top1` accuracy of the ResNet50_vd_ssld pretrained model on ImageNet1k-val dataset is **82.4%** and that of ResNet101_vd_ssld pretrained model is 83.7%. These pretained models are obtained from SSLD knowledge distillation solution provided by PaddleClas. The marks of the same color and symbol in the figure represent models of different model sizes in the same series. For the introduction of different models, FLOPS, Params and detailed GPU inference time (including the infecne speed of T4 GPU with different batch size), please refer to the documentation tutorial formal details: [https://paddleclas.readthedocs.io/zh_CN/latest/models/models_intro.html](https://paddleclas.readthedocs.io/zh_CN/latest/models/models_intro.html) +The above figure shows some of the latest server-side pretrained models. It can be seen from the figure that when using V100 GPU with FP32 and TensorRT, the `Top1` accuracy of the ResNet50_vd_ssld pretrained model on ImageNet1k-val dataset is **82.4%** and that of ResNet101_vd_ssld pretrained model is 83.7%. These pretained models are obtained from SSLD knowledge distillation solution provided by PaddleClas. The marks of the same color and symbol in the figure represent models of different model sizes in the same series. For the introduction of different models, FLOPS, Params and detailed GPU inference time (including the inference speed of T4 GPU with different batch size), please refer to the documentation tutorial formal details: [https://paddleclas.readthedocs.io/zh_CN/latest/models/models_intro.html](https://paddleclas.readthedocs.io/zh_CN/latest/models/models_intro.html)
@@ -30,7 +30,7 @@ src="./docs/images/models/mobile_arm_top1.png" width="700">
-The above figure shows performance of some commonly used mobile-side models, including MobileNetV1, MobileNetV2, MobileNetV3 and ShuffleNetV2 series. The inferece time is tested on Snapdragon 855 (SD855) with the batch size set as 1. the `Top1` accuracy of the MV3_large_x1_0_ssld, MV3_small_x1_0_ssld, MV1_ssld and MV2_ssld pretrained model on ImageNet1k-val dataset are 79%, 71.3%, 76.74%, 77.89%, respectively (M is short for MobileNet). MV3_large_x1_0_ssld_int8 is a quantizatied pretrained model for MV3_large_x1_0. More details about the mobile-side models can be seen in [**models introduction tutorial**](https://paddleclas.readthedocs.io/zh_CN/latest/models/models_intro.html) +The above figure shows the performance of some commonly used mobile-side models, including MobileNetV1, MobileNetV2, MobileNetV3 and ShuffleNetV2 series. The inference time is tested on Snapdragon 855 (SD855) with the batch size set as 1. the `Top1` accuracy of the MV3_large_x1_0_ssld, MV3_small_x1_0_ssld, MV1_ssld and MV2_ssld pretrained model on ImageNet1k-val dataset are 79%, 71.3%, 76.74%, 77.89%, respectively (M is short for MobileNet). MV3_large_x1_0_ssld_int8 is a quantizatied pretrained model for MV3_large_x1_0. More details about the mobile-side models can be seen in [**models introduction tutorial**](https://paddleclas.readthedocs.io/zh_CN/latest/models/models_intro.html) - TODO - [ ] Reproduction and performance evaluation of EfficientLite, GhostNet and RegNet. @@ -78,7 +78,7 @@ src="./docs/images/image_aug/main_image_aug_s.jpg" width="600"> ## Quick start -Based on flowers102 dataset, you can easily experience different networks, pretrained models and SSLD knowledge distillation method in PaddleClas. More details can be seen in [**Quick start PaddleClas in 30 minutes**](https://paddleclas.readthedocs.io/zh_CN/latest/tutorials/quick_start.html). +Based on flowers102 dataset, one can easily experience different networks, pretrained models and SSLD knowledge distillation method in PaddleClas. More details can be seen in [**Quick start PaddleClas in 30 minutes**](https://paddleclas.readthedocs.io/zh_CN/latest/tutorials/quick_start.html). ## Getting started @@ -90,7 +90,7 @@ For installation, model training, inference, evaluation and finetune in PaddleCl ### A classification pretrained model with 100K categories -The models trained on ImageNet1K dataset are often used as pretrained models for other classification tasks in practical applications due to lack of training data. However, there are only 1,000 categories in the ImageNet1K dataset, and the feature migration capability of the pretrained model is limited. Therefore, Baidu developed a tag system including 100,000 categories, with semantic information and different granularity. Through manual or semi-supervised methods, more than 55,000,000 training images have been collectet. The system is the largest image classification system and training set in the country and even the world. PaddleClas provides the ResNet50_vd model trained on this dataset. The following table shows the comparison of using the ImageNet pretrained model and the above 100,000 image classification pretrained model in some practical application scenarios. Using the 100,000 image classification pretrained model, the recognition accuracy can be increased by up to 30%. +The models trained on ImageNet1K dataset are often used as pretrained models for other classification tasks in practical applications due to lack of training data. However, there are only 1,000 categories in the ImageNet1K dataset, and the feature migration capability of the pretrained model is limited. Therefore, Baidu developed a tag system including 100,000 categories, with semantic information and different granularity. Through manual or semi-supervised methods, more than 55,000,000 training images have been collected. It is the largest image classification system in China and even in the worldwide. PaddleClas provides the ResNet50_vd model trained on this dataset. The following table shows the comparison of using the ImageNet pretrained model and the above 100,000 image classification pretrained model in some practical application scenarios. Using the 100,000 image classification pretrained model, the recognition accuracy can be increased by up to 30%. | Dataset | Dataset statistics | ImageNet pretrained model | 100,000-categories' pretrained model | |:--:|:--:|:--:|:--:| @@ -107,7 +107,7 @@ The 100,000 categories' pretrained model can be downloaded here: [download link] ### Object detection -In recent years, object detection tasks atrtract a lot of attention in academia and industry. The ImageNet classification model is often used for pretrained model n object detection, which can directly affect the effect of object detection. Based on 82.39% ResNet50_vd pretrained model, PaddleDetection provides a Pratical Server-side Detection solution, PSS-DET. The solution contains many strategies that can effectively improve the performance while take limited extra computation cost, such as model pruning, better pretrained model, deformable convolution, cascade rcnn, autoaugment, libra sampling and multi-scale training. Compared with the 79.12% ImageNet1k pretrained model, the 82.39% model can help improve the COCO mAP by 1.5% without any computation cost. Using PSS-DET, the inference speed on single V100 GPU can reach 20FPS when COCO mAP is 47.8%, and reach 61FPS when COCO mAP is 41.6%. For more details, please refer to [**Object Detection tutorial**](https://paddleclas.readthedocs.io/zh_CN/latest/application/object_detection.html). +In recent years, object detection tasks attract a lot of attention in academia and industry. The ImageNet classification model is often used for pretrained model in object detection, which can directly affect the effect of object detection. Based on 82.39% ResNet50_vd pretrained model, PaddleDetection provides a Practical Server-side Detection solution, PSS-DET. The solution contains many strategies that can effectively improve the performance while taking limited extra computation cost, such as model pruning, better pretrained model, deformable convolution, cascade rcnn, autoaugment, libra sampling and multi-scale training. Compared with the 79.12% ImageNet1k pretrained model, the 82.39% model can help improve the COCO mAP by 1.5% without any computation cost. Using PSS-DET, the inference speed on single V100 GPU can reach 20FPS when COCO mAP is 47.8%, and reach 61FPS when COCO mAP is 41.6%. For more details, please refer to [**Object Detection tutorial**](https://paddleclas.readthedocs.io/zh_CN/latest/application/object_detection.html).
From cfca7647576c3f7689494adc0206b1a98b47dfb7 Mon Sep 17 00:00:00 2001 From: littletomatodonkey Date: Thu, 28 May 2020 07:35:07 +0000 Subject: [PATCH 3/4] fix doc --- README_en.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README_en.md b/README_en.md index f9c6aae32..182220950 100644 --- a/README_en.md +++ b/README_en.md @@ -42,7 +42,7 @@ In addition to providing rich classification network structures and pretrained m ### knowledge distillation (SSLD) -Knowledge distillation refers to using the teacher model to guide the student model to learn specific tasks, ensuring that the small model has a relatively large effect improvement with the computation cost unchanged, and even obtains similar accuracy with the large model. PaddleClas provides a Simple Semi-supervised Label Distillation method (SSLD). With this method, different models on ImageNet1k-val dataset has 3% absolute improvement(Top1 accuracy) on ImageNet1k-val dataset. The following figure shows the models' performance after SSLD. +Knowledge distillation refers to using the teacher model to guide the student model to learn specific tasks, ensuring that the small model has a relatively large effect improvement with the computation cost unchanged, and even obtains similar accuracy with the large model. PaddleClas provides a Simple Semi-supervised Label Distillation method (SSLD). With this method, different models on ImageNet1k-val dataset have 3% absolute improvement(Top1 accuracy) on ImageNet1k-val dataset. The following figure shows the models' performance after SSLD.
Date: Fri, 29 May 2020 07:42:14 +0000 Subject: [PATCH 4/4] fix en doc --- README.md | 2 +- README_en.md | 22 +++++++----------- .../image_aug/image_aug_samples_s_en.jpg | Bin 0 -> 1381853 bytes docs/images/main_features_s_en.png | Bin 173544 -> 105529 bytes 4 files changed, 10 insertions(+), 14 deletions(-) create mode 100644 docs/images/image_aug/image_aug_samples_s_en.jpg diff --git a/README.md b/README.md index 227c86c25..4ead4ccad 100644 --- a/README.md +++ b/README.md @@ -30,7 +30,7 @@ src="./docs/images/models/mobile_arm_top1.png" width="700"> 上图对比了一些最新的面向移动端应用场景的模型,在骁龙855(SD855)上预测一张图像的时间和其准确率,包括MobileNetV1系列、MobileNetV2系列、MobileNetV3系列和ShuffleNetV2系列。图中准确率79%的MV3_large_x1_0_ssld(M是MobileNet的简称),71.3%的MV3_small_x1_0_ssld、76.74%的MV2_ssld和77.89%的MV1_ssld,是采用PaddleClas提供的SSLD蒸馏方法训练的模型。MV3_large_x1_0_ssld_int8是进一步进行INT8量化的模型。不同模型的简介、FLOPS、Parameters和模型存储大小请参考文档教程中的[**模型库章节**](https://paddleclas.readthedocs.io/zh_CN/latest/models/models_intro.html)。 - TODO -- [ ] EfficientLite、GhostNet、RegNet论文指标复现和性能评估 +- [ ] EfficientLite、GhostNet、RegNet、ResNeSt的论文指标复现和性能评估 ## 高阶优化支持 除了提供丰富的分类网络结构和预训练模型,PaddleClas也支持了一系列有助于图像分类任务效果和效率提升的算法或工具。 diff --git a/README_en.md b/README_en.md index 182220950..142d5983e 100644 --- a/README_en.md +++ b/README_en.md @@ -14,14 +14,14 @@ PaddleClas is a toolset for image classification tasks prepared for the industry ## Rich model zoo -Based on ImageNet1k dataset, PaddleClas provides a brief introduction to 23 series of image classification networks such as ResNet, ResNet_vd, Res2Net, HRNet, and MobileNetV3 besides their reproduction configurations and training techniques. At the same time, the corresponding 117 image classification pretrained models are also open source. The GPU inference time of the server-side model is evaluated based on TensorRT. The CPU inference time and the mobile-side model storage size are evaluated on the Snapdragon 855 (SD855). For more detailed information on the supported pretrained models and their download links, please refer to [**models introduction tutorial**](https://paddleclas.readthedocs.io/zh_CN/latest/models/models_intro.html). +Based on ImageNet1k dataset, PaddleClas provides 23 series of image classification networks such as ResNet, ResNet_vd, Res2Net, HRNet, and MobileNetV3 with brief introductions, reproduction configurations and training tricks. At the same time, the corresponding 117 image classification pretrained models are also available. The GPU inference time of the server-side models are evaluated based on TensorRT. The CPU inference time and storage size of the mobile-side models are evaluated on the Snapdragon 855 (SD855). For more detailed information on the supported pretrained models and their download links, please refer to [**models introduction tutorial**](https://paddleclas.readthedocs.io/zh_CN/latest/models/models_intro.html).
-The above figure shows some of the latest server-side pretrained models. It can be seen from the figure that when using V100 GPU with FP32 and TensorRT, the `Top1` accuracy of the ResNet50_vd_ssld pretrained model on ImageNet1k-val dataset is **82.4%** and that of ResNet101_vd_ssld pretrained model is 83.7%. These pretained models are obtained from SSLD knowledge distillation solution provided by PaddleClas. The marks of the same color and symbol in the figure represent models of different model sizes in the same series. For the introduction of different models, FLOPS, Params and detailed GPU inference time (including the inference speed of T4 GPU with different batch size), please refer to the documentation tutorial formal details: [https://paddleclas.readthedocs.io/zh_CN/latest/models/models_intro.html](https://paddleclas.readthedocs.io/zh_CN/latest/models/models_intro.html) +The above figure shows some of the latest server-side pretrained models. It can be seen from the figure that when using V100 GPU with FP32 and TensorRT, the `Top1` accuracy of the ResNet50_vd_ssld pretrained model on ImageNet1k-val dataset is **82.4%** and that of ResNet101_vd_ssld pretrained model is 83.7%. These pretained models are obtained from SSLD knowledge distillation solution provided by PaddleClas. The marks of the same color and symbol in the figure represent models of different model sizes in the same series. For the introduction of different models, FLOPS, Params and detailed GPU inference time (including the inference speed of T4 GPU with different batch size), please refer to the documentation tutorial for more details: [https://paddleclas.readthedocs.io/zh_CN/latest/models/models_intro.html](https://paddleclas.readthedocs.io/zh_CN/latest/models/models_intro.html)
@@ -30,20 +30,21 @@ src="./docs/images/models/mobile_arm_top1.png" width="700">
-The above figure shows the performance of some commonly used mobile-side models, including MobileNetV1, MobileNetV2, MobileNetV3 and ShuffleNetV2 series. The inference time is tested on Snapdragon 855 (SD855) with the batch size set as 1. the `Top1` accuracy of the MV3_large_x1_0_ssld, MV3_small_x1_0_ssld, MV1_ssld and MV2_ssld pretrained model on ImageNet1k-val dataset are 79%, 71.3%, 76.74%, 77.89%, respectively (M is short for MobileNet). MV3_large_x1_0_ssld_int8 is a quantizatied pretrained model for MV3_large_x1_0. More details about the mobile-side models can be seen in [**models introduction tutorial**](https://paddleclas.readthedocs.io/zh_CN/latest/models/models_intro.html) +The above figure shows the performance of some commonly used mobile-side models, including MobileNetV1, MobileNetV2, MobileNetV3 and ShuffleNetV2 series. The inference time is tested on Snapdragon 855 (SD855) with the batch size set as 1. The `Top1` accuracy of the MV3_large_x1_0_ssld, MV3_small_x1_0_ssld, MV1_ssld and MV2_ssld pretrained model on ImageNet1k-val dataset are 79%, 71.3%, 76.74%, 77.89%, respectively (M is short for MobileNet). MV3_large_x1_0_ssld_int8 is a quantizatied pretrained model for MV3_large_x1_0. More details about the mobile-side models can be seen in [**models introduction tutorial**](https://paddleclas.readthedocs.io/zh_CN/latest/models/models_intro.html) - TODO -- [ ] Reproduction and performance evaluation of EfficientLite, GhostNet and RegNet. +- [ ] Reproduction and performance evaluation of EfficientLite, GhostNet, RegNet and ResNeSt. ## High-level support -In addition to providing rich classification network structures and pretrained models, PaddleClas also supports a series of algorithms or tools that help to improve the effectiveness and efficiency of image classification tasks. +In addition to providing rich classification network structures and pretrained models, PaddleClas supports a series of algorithms or tools that help to improve the effectiveness and efficiency of image classification tasks. ### knowledge distillation (SSLD) Knowledge distillation refers to using the teacher model to guide the student model to learn specific tasks, ensuring that the small model has a relatively large effect improvement with the computation cost unchanged, and even obtains similar accuracy with the large model. PaddleClas provides a Simple Semi-supervised Label Distillation method (SSLD). With this method, different models on ImageNet1k-val dataset have 3% absolute improvement(Top1 accuracy) on ImageNet1k-val dataset. The following figure shows the models' performance after SSLD. +
@@ -63,7 +64,7 @@ For a certain image classification task, data augmentation is a commonly used re
+src="./docs/images/image_aug/image_aug_samples_s_en.jpg" width="800">
@@ -88,9 +89,9 @@ For installation, model training, inference, evaluation and finetune in PaddleCl ## Featured extension and application -### A classification pretrained model with 100K categories +### A classification pretrained model for 100,000 categories -The models trained on ImageNet1K dataset are often used as pretrained models for other classification tasks in practical applications due to lack of training data. However, there are only 1,000 categories in the ImageNet1K dataset, and the feature migration capability of the pretrained model is limited. Therefore, Baidu developed a tag system including 100,000 categories, with semantic information and different granularity. Through manual or semi-supervised methods, more than 55,000,000 training images have been collected. It is the largest image classification system in China and even in the worldwide. PaddleClas provides the ResNet50_vd model trained on this dataset. The following table shows the comparison of using the ImageNet pretrained model and the above 100,000 image classification pretrained model in some practical application scenarios. Using the 100,000 image classification pretrained model, the recognition accuracy can be increased by up to 30%. +The models trained on ImageNet1K dataset are often used as pretrained models for other classification tasks in practical applications due to lack of training data. However, there are only 1,000 categories in the ImageNet1K dataset, and the feature capability of the pretrained model is limited. Therefore, Baidu developed a tag system including 100,000 categories, with semantic information and different granularity. Through manual or semi-supervised methods, more than 55,000,000 training images have been collected. It is the largest image classification system in China and even in the worldwide. PaddleClas provides the ResNet50_vd model trained on this dataset. The following table shows the comparison of using the ImageNet pretrained model and the above 100,000 image classification pretrained model in some practical application scenarios. Using the 100,000 image classification pretrained model, the recognition accuracy can be increased by up to 30%. | Dataset | Dataset statistics | ImageNet pretrained model | 100,000-categories' pretrained model | |:--:|:--:|:--:|:--:| @@ -110,11 +111,6 @@ The 100,000 categories' pretrained model can be downloaded here: [download link] In recent years, object detection tasks attract a lot of attention in academia and industry. The ImageNet classification model is often used for pretrained model in object detection, which can directly affect the effect of object detection. Based on 82.39% ResNet50_vd pretrained model, PaddleDetection provides a Practical Server-side Detection solution, PSS-DET. The solution contains many strategies that can effectively improve the performance while taking limited extra computation cost, such as model pruning, better pretrained model, deformable convolution, cascade rcnn, autoaugment, libra sampling and multi-scale training. Compared with the 79.12% ImageNet1k pretrained model, the 82.39% model can help improve the COCO mAP by 1.5% without any computation cost. Using PSS-DET, the inference speed on single V100 GPU can reach 20FPS when COCO mAP is 47.8%, and reach 61FPS when COCO mAP is 41.6%. For more details, please refer to [**Object Detection tutorial**](https://paddleclas.readthedocs.io/zh_CN/latest/application/object_detection.html). -
- -
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