| | --- |
| | license: apache-2.0 |
| | pipeline_tag: image-segmentation |
| | library_name: pytorch |
| | --- |
| | |
| | # [ECCV 2024] Strike a Balance in Continual Panoptic Segmentation |
| |
|
| | This is the Hugging Face model repository for the paper "Strike a Balance in Continual Panoptic Segmentation", accepted by ECCV 2024. |
| | 📝 [Paper](https://arxiv.org/abs/2407.16354) |
| | 🐙 [GitHub](https://github.com/jinpeng0528/BalConpas) |
| |
|
| | ## Installation & Data Preparation |
| |
|
| | Please follow the instructions provided in our [GitHub repository](https://github.com/jinpeng0528/BalConpas) for installation and data preparation. |
| |
|
| | ## Evaluation |
| |
|
| | To evaluate the trained model, add the arguments `--eval-only --resume` to the command line. For example: |
| |
|
| | ```bash |
| | python train_continual.py --eval-only --resume --config-file configs/ade20k/panoptic-segmentation/100-10.yaml \ |
| | CONT.TASK 6 OUTPUT_DIR ./output/ps/100-10/step6 |
| | ``` |
| |
|
| | ## Citation |
| |
|
| | ``` |
| | @inproceedings{chen2024strike, |
| | title={Strike a Balance in Continual Panoptic Segmentation}, |
| | author={Chen, Jinpeng and Cong, Runmin and Luo, Yuxuan and Ip, Horace Ho Shing and Kwong, Sam}, |
| | booktitle={ECCV}, |
| | year={2024} |
| | } |
| | ``` |
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