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open-mmlab / mmpretrain

OpenMMLab Pre-training Toolbox and Benchmark
https://mmpretrain.readthedocs.io/en/latest/
Apache License 2.0
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A Image Storage Service 图床 #578

Closed Ezra-Yu closed 2 years ago

Ezra-Yu commented 2 years ago

Image Storage Service

Ezra-Yu commented 2 years ago

CAM tools

src images

bird

cat-dog

several methods

GradCAM GradCAM++ EigenGradCAM LayerCAM
cam_resnet50_bird_gradcam cam_resnet50_bird_gradcamplusplus cam_resnet50_bird_eigengradcam cam_resnet50_bird_layercam

category wise

GradCAM GradCAM++ XGradCAM LayerCAM
cam_dog_gradcam cam_dog_gradcamplusplus cam_dog_xgradcam cam_dog_layercam
cam_cat_gradcam cam_cat_gradcamplusplus cam_cat_xgradcam cam_cat_layercam

smooth

gradcam eigen-smooth aug-smooth eigen-smooth & aug-smooth
cam_mobilenetv3_bird_gradcam cam_mobilenetv3_bird_gradcam_eigen cam_mobilenetv3_bird_gradcam_aug cam_mobilenetv3_bird_gradcam_eigen_aug

transformer

vit swin t2t-vit
cam_vit_bird_gradcam cam_swin_bird_gradcam cam_t2tvit_bird_gradcam
Ezra-Yu commented 2 years ago

Vis-pipeline

original

original

transformed

transformed

concat

cancat

pipeline

pipeline

Ezra-Yu commented 2 years ago

image

Ezra-Yu commented 2 years ago

image

Ezra-Yu commented 2 years ago

image

Ezra-Yu commented 2 years ago

image

Ezra-Yu commented 2 years ago

Vis_scheduler

lr_schedule1

lr_schedule2