README.md

---
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}
}
```