| license: mit | |
| tags: | |
| - computer-vision | |
| - video-classification | |
| - distracted-driving | |
| - pytorch | |
| # DualScope Checkpoints | |
| This repository hosts the pretrained checkpoints for **DualScope: Capturing Critical Spatial and Temporal Cues for Distracted Driving Activity Recognition**. | |
| Paper: https://ojs.aaai.org/index.php/AAAI/article/view/37812 | |
| Code: https://github.com/Qqqzzjsupr3me/DualScope | |
| ## Files | |
| ```text | |
| checkpoints/ | |
| spatial/bcve.pt | |
| temporal/aide.pth | |
| temporal/samdd.pth | |
| temporal/3mdad.pth | |
| temporal/dmd.pth | |
| temporal/syndd1.pth | |
| image/auc_v1_mlp.pt | |
| image/statefarm_mlp.pt | |
| ``` | |
| Place the `checkpoints/` directory at the root of the DualScope code repository before running evaluation. | |
| ## Citation | |
| ```bibtex | |
| @article{qiu2026dualscope, | |
| title = {DualScope: Capturing Critical Spatial and Temporal Cues for Distracted Driving Activity Recognition}, | |
| author = {Qiu, Zhijie and Li, Shuaibo and Zhang, Laixin and Hu, Xuming and Ma, Wei}, | |
| journal = {Proceedings of the AAAI Conference on Artificial Intelligence}, | |
| volume = {40}, | |
| number = {10}, | |
| pages = {8602--8611}, | |
| year = {2026}, | |
| month = mar, | |
| doi = {10.1609/aaai.v40i10.37812}, | |
| url = {https://ojs.aaai.org/index.php/AAAI/article/view/37812} | |
| } | |
| ``` | |