IDEC

Inherit With Distillation and Evolve With Contrast: Exploring Class Incremental Semantic Segmentation without Exemplar Memory. 2023.

Update 2023-08-02

Results

pretrained models

Task	Total IL steps	model
VOC 15-5	2	link
VOC 15-1	6	BaiduYun[fetchcode: 6lc3] GoogleDrive
VOC 5-3	5	link
VOC 10-1	11	BaiduYun[fetchcode: 55ld]
ADE 100-50	2	link
ADE 100-10	6	link
ADE 50-50	3	link
ADE 100-5	11	link
ISPRS 4-1	2	link
ISPRS 2-3	2	BaiduYun[fetchcode: vxge]
ISPRS 2-2-1	3	BaiduYun[fetchcode: snz4]
ISPRS 2-1	4	BaiduYun[fetchcode: h8st]

More on the way.

Inference

python eval.py

Train

python main.py

Citation

@ARTICLE{10120962,
  author={Zhao, Danpei and Yuan, Bo and Shi, Zhenwei},
  journal={IEEE Transactions on Pattern Analysis and Machine Intelligence}, 
  title={Inherit With Distillation and Evolve With Contrast: Exploring Class Incremental Semantic Segmentation Without Exemplar Memory}, 
  year={2023},
  volume={},
  number={},
  pages={1-16},
  doi={10.1109/TPAMI.2023.3273574}}

License

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