├── .gitignore ├── README.md ├── data_selection ├── README.md ├── cifar_dense_kmeans.py ├── data ├── dataset.py ├── pretrain ├── utils.py ├── vision_transformer.py └── voc_dense_kmeans.py ├── downstream ├── classification │ ├── README.md │ └── resnet18_bs128_cifar10.py └── detection │ ├── README.md │ └── ssd300_voc0712_al.py └── figs ├── efficiency.jpg ├── performance.jpg └── pipeline.jpg /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yichen928/FreeSel/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yichen928/FreeSel/HEAD/README.md -------------------------------------------------------------------------------- /data_selection/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yichen928/FreeSel/HEAD/data_selection/README.md -------------------------------------------------------------------------------- /data_selection/cifar_dense_kmeans.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yichen928/FreeSel/HEAD/data_selection/cifar_dense_kmeans.py -------------------------------------------------------------------------------- /data_selection/data: -------------------------------------------------------------------------------- 1 | /home/vision/src/yc_code/mmdetection/data -------------------------------------------------------------------------------- /data_selection/dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yichen928/FreeSel/HEAD/data_selection/dataset.py -------------------------------------------------------------------------------- /data_selection/pretrain: -------------------------------------------------------------------------------- 1 | /data/yc_code/dino/pretrain -------------------------------------------------------------------------------- /data_selection/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yichen928/FreeSel/HEAD/data_selection/utils.py -------------------------------------------------------------------------------- /data_selection/vision_transformer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yichen928/FreeSel/HEAD/data_selection/vision_transformer.py -------------------------------------------------------------------------------- /data_selection/voc_dense_kmeans.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yichen928/FreeSel/HEAD/data_selection/voc_dense_kmeans.py -------------------------------------------------------------------------------- /downstream/classification/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yichen928/FreeSel/HEAD/downstream/classification/README.md -------------------------------------------------------------------------------- /downstream/classification/resnet18_bs128_cifar10.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yichen928/FreeSel/HEAD/downstream/classification/resnet18_bs128_cifar10.py -------------------------------------------------------------------------------- /downstream/detection/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yichen928/FreeSel/HEAD/downstream/detection/README.md -------------------------------------------------------------------------------- /downstream/detection/ssd300_voc0712_al.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yichen928/FreeSel/HEAD/downstream/detection/ssd300_voc0712_al.py -------------------------------------------------------------------------------- /figs/efficiency.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yichen928/FreeSel/HEAD/figs/efficiency.jpg -------------------------------------------------------------------------------- /figs/performance.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yichen928/FreeSel/HEAD/figs/performance.jpg -------------------------------------------------------------------------------- /figs/pipeline.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yichen928/FreeSel/HEAD/figs/pipeline.jpg --------------------------------------------------------------------------------