Pytorch implementation of TALL: Temporal Activity Localization via Language Query
Pytorch==1.4.0
Torchvision==0.5.0
Official Implementaion in Tensorflow
Note: Still very slow and needs optimisations.
| IoU=0.1 | IoU=0.3 | IoU=0.5 | IoU=0.7 | |
|---|---|---|---|---|
| R@1 | 23.90 | 18.85 | 14.10 | 7.44 |
| R@5 | 48.46 | 36.00 | 25.05 | 14.79 |
| R@10 | 62.55 | 44.64 | 30.36 | 18.12 |
Download the C3D features for training set and test set of TACoS dataset.
Download the Skip-thought sentence embeddings and sample files from here of TACoS Dataset, and put them under exp_data folder.