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mmclassification/configs/efficientnet_v2/efficientnetv2-b0_8xb32_in1k.py

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[Feature] [CodeCamp #68] Add EfficientnetV2 Backbone. (#1253) * add efficientnet_v2.py * add efficientnet_v2 in __init__.py * add efficientnet_v2_s base config file * add efficientnet_v2 config file * add efficientnet_v2 config file * update tuple output * update config file * update model file * update model file * update model file * update config file * update model file * update config file * update model file * update model file * update model file * update model file * update model file * update config file * update config file * update model file * update model file * update model file * update model file * update model config file * Update efficientnet_v2.py * add config file and modify arch * add config file and modify arch * add the file about convert_pth from timm to mmcls * update efficientnetv2 model file with mmcls style * add the file about convert_pth from timm to mmcls * add the file about convert_pth from timm to mmcls * update convert file * update model file * update convert file * update model file * update model file * update model file * add metefile and README * Update tools/model_converters/efficientnetv2-timm_to_mmcls.py Co-authored-by: Ezra-Yu <18586273+Ezra-Yu@users.noreply.github.com> * update model file and convert file * update model file and convert file * update model file and convert file * update model file and convert file * update model file * update model file * update model file * update config file and README file * update metafile * Update efficientnetv2_to_mmcls.py * update model-index.yml * update metafile.yml * update b0 and s train pipeline * update b0 and s train pipeline * update b0 and s train pipeline * add test_efficientnet_v2 * update test_efficientnet_v2 * update model file docs * update test_efficientnet_v2 * update test_efficientnet_v2 * add efficientnet_v2.py * add efficientnet_v2 in __init__.py * add efficientnet_v2_s base config file * add efficientnet_v2 config file * add efficientnet_v2 config file * update tuple output * update config file * update model file * update model file * update model file * update model file * update config file * update config file * update model file * update model file * update model file * update model file * update model file * update config file * update config file * update model file * update model file * update model file * update model file * update model config file * Update efficientnet_v2.py * add config file and modify arch * add config file and modify arch * add the file about convert_pth from timm to mmcls * update efficientnetv2 model file with mmcls style * add the file about convert_pth from timm to mmcls * add the file about convert_pth from timm to mmcls * update convert file * update model file * update convert file * update model file * update model file * update model file * add metefile and README * Update tools/model_converters/efficientnetv2-timm_to_mmcls.py Co-authored-by: Ezra-Yu <18586273+Ezra-Yu@users.noreply.github.com> * update model file and convert file * update model file and convert file * update model file and convert file * update model file and convert file * update model file * update model file * update model file * update config file and README file * update metafile * Update efficientnetv2_to_mmcls.py * update model-index.yml * update metafile.yml * update b0 and s train pipeline * update b0 and s train pipeline * update b0 and s train pipeline * add test_efficientnet_v2 * update test_efficientnet_v2 * update model file docs * update test_efficientnet_v2 * update test_efficientnet_v2 * pass pre-commit hook * refactor efficientnetv2 * refactor efficientnetv2 * update readme, metafile and weight links * update model-index.yml * fix lint * fix typo * Update efficientnetv2-b1_8xb32_in1k.py * Update efficientnetv2-b2_8xb32_in1k.py * Update efficientnetv2-b3_8xb32_in1k.py * update two moduals and model file * update modual file * update accuracys * update accuracys * update metafile * fix build docs * update links * update README.md Co-authored-by: qingtian <459291290@qq.com> Co-authored-by: Ezra-Yu <18586273+Ezra-Yu@users.noreply.github.com>
2022-12-30 15:18:39 +08:00
_base_ = [
'../_base_/models/efficientnet_v2/efficientnetv2_b0.py',
'../_base_/datasets/imagenet_bs32.py',
'../_base_/schedules/imagenet_bs256.py',
'../_base_/default_runtime.py',
]
# dataset settings
dataset_type = 'ImageNet'
data_preprocessor = dict(
num_classes=1000,
# RGB format normalization parameters
mean=[123.675, 116.28, 103.53],
std=[58.395, 57.12, 57.375],
# convert image from BGR to RGB
to_rgb=True,
)
bgr_mean = data_preprocessor['mean'][::-1]
bgr_std = data_preprocessor['std'][::-1]
train_pipeline = [
dict(type='LoadImageFromFile'),
dict(
type='RandomResizedCrop',
scale=192,
backend='pillow',
interpolation='bicubic'),
dict(type='RandomFlip', prob=0.5, direction='horizontal'),
dict(
type='RandAugment',
policies='timm_increasing',
num_policies=2,
total_level=10,
magnitude_level=9,
magnitude_std=0.5,
hparams=dict(
pad_val=[round(x) for x in bgr_mean], interpolation='bicubic')),
dict(
type='RandomErasing',
erase_prob=0.25,
mode='rand',
min_area_ratio=0.02,
max_area_ratio=1 / 3,
fill_color=bgr_mean,
fill_std=bgr_std),
[Refactor] Move transforms in mmselfsup to mmpretrain. (#1396) * [Refactor] Move transforms in mmselfsup to mmpretrain. * Update transform docs and configs. And register some mmcv transforms in mmpretrain. * Fix missing transform wrapper. * update selfsup transforms * Fix UT * Fix UT * update gaussianblur inconfigs --------- Co-authored-by: fangyixiao18 <fangyx18@hotmail.com>
2023-03-03 15:01:11 +08:00
dict(type='PackInputs'),
[Feature] [CodeCamp #68] Add EfficientnetV2 Backbone. (#1253) * add efficientnet_v2.py * add efficientnet_v2 in __init__.py * add efficientnet_v2_s base config file * add efficientnet_v2 config file * add efficientnet_v2 config file * update tuple output * update config file * update model file * update model file * update model file * update config file * update model file * update config file * update model file * update model file * update model file * update model file * update model file * update config file * update config file * update model file * update model file * update model file * update model file * update model config file * Update efficientnet_v2.py * add config file and modify arch * add config file and modify arch * add the file about convert_pth from timm to mmcls * update efficientnetv2 model file with mmcls style * add the file about convert_pth from timm to mmcls * add the file about convert_pth from timm to mmcls * update convert file * update model file * update convert file * update model file * update model file * update model file * add metefile and README * Update tools/model_converters/efficientnetv2-timm_to_mmcls.py Co-authored-by: Ezra-Yu <18586273+Ezra-Yu@users.noreply.github.com> * update model file and convert file * update model file and convert file * update model file and convert file * update model file and convert file * update model file * update model file * update model file * update config file and README file * update metafile * Update efficientnetv2_to_mmcls.py * update model-index.yml * update metafile.yml * update b0 and s train pipeline * update b0 and s train pipeline * update b0 and s train pipeline * add test_efficientnet_v2 * update test_efficientnet_v2 * update model file docs * update test_efficientnet_v2 * update test_efficientnet_v2 * add efficientnet_v2.py * add efficientnet_v2 in __init__.py * add efficientnet_v2_s base config file * add efficientnet_v2 config file * add efficientnet_v2 config file * update tuple output * update config file * update model file * update model file * update model file * update model file * update config file * update config file * update model file * update model file * update model file * update model file * update model file * update config file * update config file * update model file * update model file * update model file * update model file * update model config file * Update efficientnet_v2.py * add config file and modify arch * add config file and modify arch * add the file about convert_pth from timm to mmcls * update efficientnetv2 model file with mmcls style * add the file about convert_pth from timm to mmcls * add the file about convert_pth from timm to mmcls * update convert file * update model file * update convert file * update model file * update model file * update model file * add metefile and README * Update tools/model_converters/efficientnetv2-timm_to_mmcls.py Co-authored-by: Ezra-Yu <18586273+Ezra-Yu@users.noreply.github.com> * update model file and convert file * update model file and convert file * update model file and convert file * update model file and convert file * update model file * update model file * update model file * update config file and README file * update metafile * Update efficientnetv2_to_mmcls.py * update model-index.yml * update metafile.yml * update b0 and s train pipeline * update b0 and s train pipeline * update b0 and s train pipeline * add test_efficientnet_v2 * update test_efficientnet_v2 * update model file docs * update test_efficientnet_v2 * update test_efficientnet_v2 * pass pre-commit hook * refactor efficientnetv2 * refactor efficientnetv2 * update readme, metafile and weight links * update model-index.yml * fix lint * fix typo * Update efficientnetv2-b1_8xb32_in1k.py * Update efficientnetv2-b2_8xb32_in1k.py * Update efficientnetv2-b3_8xb32_in1k.py * update two moduals and model file * update modual file * update accuracys * update accuracys * update metafile * fix build docs * update links * update README.md Co-authored-by: qingtian <459291290@qq.com> Co-authored-by: Ezra-Yu <18586273+Ezra-Yu@users.noreply.github.com>
2022-12-30 15:18:39 +08:00
]
test_pipeline = [
dict(type='LoadImageFromFile'),
dict(type='EfficientNetCenterCrop', crop_size=224, crop_padding=0),
[Refactor] Move transforms in mmselfsup to mmpretrain. (#1396) * [Refactor] Move transforms in mmselfsup to mmpretrain. * Update transform docs and configs. And register some mmcv transforms in mmpretrain. * Fix missing transform wrapper. * update selfsup transforms * Fix UT * Fix UT * update gaussianblur inconfigs --------- Co-authored-by: fangyixiao18 <fangyx18@hotmail.com>
2023-03-03 15:01:11 +08:00
dict(type='PackInputs'),
[Feature] [CodeCamp #68] Add EfficientnetV2 Backbone. (#1253) * add efficientnet_v2.py * add efficientnet_v2 in __init__.py * add efficientnet_v2_s base config file * add efficientnet_v2 config file * add efficientnet_v2 config file * update tuple output * update config file * update model file * update model file * update model file * update config file * update model file * update config file * update model file * update model file * update model file * update model file * update model file * update config file * update config file * update model file * update model file * update model file * update model file * update model config file * Update efficientnet_v2.py * add config file and modify arch * add config file and modify arch * add the file about convert_pth from timm to mmcls * update efficientnetv2 model file with mmcls style * add the file about convert_pth from timm to mmcls * add the file about convert_pth from timm to mmcls * update convert file * update model file * update convert file * update model file * update model file * update model file * add metefile and README * Update tools/model_converters/efficientnetv2-timm_to_mmcls.py Co-authored-by: Ezra-Yu <18586273+Ezra-Yu@users.noreply.github.com> * update model file and convert file * update model file and convert file * update model file and convert file * update model file and convert file * update model file * update model file * update model file * update config file and README file * update metafile * Update efficientnetv2_to_mmcls.py * update model-index.yml * update metafile.yml * update b0 and s train pipeline * update b0 and s train pipeline * update b0 and s train pipeline * add test_efficientnet_v2 * update test_efficientnet_v2 * update model file docs * update test_efficientnet_v2 * update test_efficientnet_v2 * add efficientnet_v2.py * add efficientnet_v2 in __init__.py * add efficientnet_v2_s base config file * add efficientnet_v2 config file * add efficientnet_v2 config file * update tuple output * update config file * update model file * update model file * update model file * update model file * update config file * update config file * update model file * update model file * update model file * update model file * update model file * update config file * update config file * update model file * update model file * update model file * update model file * update model config file * Update efficientnet_v2.py * add config file and modify arch * add config file and modify arch * add the file about convert_pth from timm to mmcls * update efficientnetv2 model file with mmcls style * add the file about convert_pth from timm to mmcls * add the file about convert_pth from timm to mmcls * update convert file * update model file * update convert file * update model file * update model file * update model file * add metefile and README * Update tools/model_converters/efficientnetv2-timm_to_mmcls.py Co-authored-by: Ezra-Yu <18586273+Ezra-Yu@users.noreply.github.com> * update model file and convert file * update model file and convert file * update model file and convert file * update model file and convert file * update model file * update model file * update model file * update config file and README file * update metafile * Update efficientnetv2_to_mmcls.py * update model-index.yml * update metafile.yml * update b0 and s train pipeline * update b0 and s train pipeline * update b0 and s train pipeline * add test_efficientnet_v2 * update test_efficientnet_v2 * update model file docs * update test_efficientnet_v2 * update test_efficientnet_v2 * pass pre-commit hook * refactor efficientnetv2 * refactor efficientnetv2 * update readme, metafile and weight links * update model-index.yml * fix lint * fix typo * Update efficientnetv2-b1_8xb32_in1k.py * Update efficientnetv2-b2_8xb32_in1k.py * Update efficientnetv2-b3_8xb32_in1k.py * update two moduals and model file * update modual file * update accuracys * update accuracys * update metafile * fix build docs * update links * update README.md Co-authored-by: qingtian <459291290@qq.com> Co-authored-by: Ezra-Yu <18586273+Ezra-Yu@users.noreply.github.com>
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]
train_dataloader = dict(dataset=dict(pipeline=train_pipeline))
val_dataloader = dict(dataset=dict(pipeline=test_pipeline))
test_dataloader = dict(dataset=dict(pipeline=test_pipeline))
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