Azure

Environment

Python 3.8.11
Pytorch 1.11.0
torchvision 0.12.0
numpy 1.22.4 timm 0.6.11

Generate EBV

Please refer to /Generate_EBV/Generate_EBV.py

Experiments on ImageNet

Training logs and code can be found at: /ImageNet_Validation_Experiment/ and /ImageNet_Ablation_Study/Log/

The random seed for all the experiments is 42.

Experiments on COCO

All the code and training logs can be found at: /coco_detection/work_dirs/ebv_det/

The random seeds for each experiment are exactly the same as the corresponding experimental settings in MMdetection.

Experiments on ADE20K

All the code and training logs can be found at: /ADE20k_segmentation/work_dirs/ebv_seg/

The random seeds for each experiment are exactly the same as the corresponding experimental settings in MMSegmentation.