Weakly Supervised Object Localization in Video Frames

Use 7 Weakly Supervised Object Localization (WSOL) Methods to localize the object in video frames

7 Papers are used

• Learning Deep Features for Discriminative Localization (CAM)
• Attention Based Dropout Layer for WSOL (ADL)
• Adversarial Complementary Learning for WSOL (ACoL)
• Hide and Seek (HaS)
• CutMix
• Self-produced Guidance for WSOL (SPG)
• Normalization Matters in WSOL (IVR)

Reference Code
https://github.com/clovaai/wsolevaluation

If you want to execute and debug this code, please note make_video.py is the execution files.

Please configure your command line like below.

python make_video.py --dataset_name ILSVRC --wsol_method cam

Want to use this code your own, analyzed the config.py for add the options.