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IDEC

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

Update 2023-08-02

Results

visualization interpretability

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

©2022 Airvic All Rights Reserved

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