Faster rcnn architecture for Action Location
Install
1. git clone [email protected]:peterzpy/TAL.git
2. cd TAL
3. mkdir Pretrained
4. cd utils && python3 setyp.py nms/setup.py build_ext --inplace
If you want to use pretrained resnet model Resnet3D
Test
1. cd model 2. python3 test_resnet_learn_nms_Net.py --image_path Your/Image/path --annotation_path Your/Annotation/Path --checkpoint_path Your/Checkpoint/PathTrain With Preprocessing
1. cd model 2. python3 train_resnet_learn_nms_Net.py --use_resnet_pth 'True' --pth_path "../Pretrained/resnet-101-kinetics-ucf101_split1.pth" --preoprocess 'False' --image_path Your/Image/path --annotation_path Your/Annotation/Path --checkpoint_path Your/Checkpoint/Path --video_path Your/Video/path --video_annotation_path Your/VideoLabel/path --feature_preprocess True --feature_path Your/feature/pathTrain Without Preprocessing
1. cd model 2. python3 train_resnet_learn_nms_Net.py --image_path Your/Image/path --annotation_path Your/Annotation/Path --checkpoint_path Your/Checkpoint/Path --feature_path Your/feature/path