Awesome
InSeg
Incremental Nuclei Segmentation from Histopathological Images
via Future-class Awareness and Compatibility-inspired Distillation [CVPR 2024]
Huyong Wang<sup>1</sup>, Huisi Wu<sup>1</sup>, Jing Qin<sup>2</sup>
<sup>1</sup>College of Computer Science and Software Engineering, Shenzhen University
<sup>2</sup>Centre for Smart Health, School of Nursing, The Hong Kong Polytechnic University
Method
<div align="center"> <img src="https://github.com/why19991/InSeg/blob/main/docs/framework.png"> </div>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.