Incremental Nuclei Segmentation from Histopathological Images

via Future-class Awareness and Compatibility-inspired Distillation [CVPR 2024]

Huyong Wang¹, Huisi Wu¹, Jing Qin²

¹College of Computer Science and Software Engineering, Shenzhen University

²Centre for Smart Health, School of Nursing, The Hong Kong Polytechnic University

Method

Notes

Due to the confidentiality agreement in commercial cooperation, we only provide codes of core modules and the whole trainable models for the convenience of comparisons.

Environment

• Python>=3.8
• Pytorch>=1.8.1
• Install inplace_abn

Thanks

This code is heavily borrowed from [EWF] and [PLOP]. We appreciate their contributions to this community.