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brpnet

Pytorch Implement of Boundary-assisted Region Proposal Networks for Nucleus Segmentation

cgc-net

cell graph convolutional network

cpp-net

darc

Codes of our MICCAI 2023 paper "DARC: Distribution-Aware Re-Coloring Model for Generalizable Nucleus Segmentation"

dimensionality_reduction_alo_codes

PCA、LDA、MDS、LLE、TSNE等降维算法的python实现

driving-with-llms

PyTorch implementation for the paper "Driving with LLMs: Fusing Object-Level Vector Modality for Explainable Autonomous Driving"

dsb2018

Data Science Bowl 2018

dsb2018_topcoders

DSB2018 [ods.ai] topcoders

evaluate-instance-segmentation

Evaluation scripts for nuclei instance segmentation in 2d and 3d

fucking-algorithm

手把手撕LeetCode题目，扒各种算法套路的裤子。English version supported! Crack LeetCode, not only how, but also why.

hnms

Hashing-based Non-Maximum Suppression

hover_net

Simultaneous Nuclear Instance Segmentation and Classification in H&E Histology Images.

imgaug

Image augmentation for machine learning experiments.

instance_segmentation_with_pixel_embeddings

Instance segmentation via deep pixel embedding

instcolorization

kg_instance_segmentation

[MICCAI 2019] Multi-scale Cell Instance Segmentation with Keypoint Graph based Bounding Boxes

mask-rcnn-nucleus-segmentation

medsam

The official repository for MedSAM: Segment Anything in Medical Images.

opsef-iv

pannuke-metrics

Evaluation code for the PanNuke dataset

pathvqa

prefetch_generator

Simple package that makes your generator work in background thread

pytorch_wavelets

Pytorch implementation of 2D Discrete Wavelet (DWT) and Dual Tree Complex Wavelet Transforms (DTCWT) and a DTCWT based ScatterNet

sahi

A lightweight vision library for performing large scale object detection/ instance segmentation.

saras-esad-baseline

RetinaNet with different loss function types

scut_thesis

华南理工大学硕博士学位论文LaTeX模板。Latex templates for the thesis of South China University of Technology

self_supervised

A Pytorch-Lightning implementation of self-supervised algorithms

stardist_pytorch

StarDist PyTorch

superpixel_fcn

[CVPR‘20] SpixelFCN: Superpixel Segmentation with Fully Convolutional Network