chenshaobin

denoising-diffusion-pytorch

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

Diffusion-Models

扩散模型原理和pytorch代码实现初学资料汇总

annotated_deep_learning_paper_implementations

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

Annotation-free-Fundus-Image-Enhancement

Project for annotation-free image enhancement of fundus, cataract data.

PaddleSeg

Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc.

DDR-dataset

A General-purpose High-quality Dataset for Diabetic Retinopathy Classification, Lesion Segmentation and Lesion Detection

OIA

Ophthalmic Image Analysis Dataset

glaucoma-dataset-metadata

Actively maintained and comprehensive public glaucoma dataset catalog

rim-one-dl

ichallenge_baseline

EyeQ

EyeQ : Dataset of Retinal Image Quality Assessment

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

ICCV2023-Papers-with-Code

ICCV 2023 论文和开源项目合集

SMT

This is an official implementation for "Scale-Aware Modulation Meet Transformer".

Medical-SAM-Adapter

Adapting Segment Anything Model for Medical Image Segmentation

nnUNet

kits23

The official repository of the 2023 Kidney Tumor Segmentation Challenge (KiTS23)

detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

MobileSAM

This is the official code for MobileSAM project that makes SAM lightweight for mobile applications and beyond!

dataset

医学影像数据集列表 『An Index for Medical Imaging Datasets』

MedSAM

Segment Anything in Medical Images

Grounded-Segment-Anything

Grounded SAM: Marrying Grounding DINO with Segment Anything & Stable Diffusion & Recognize Anything - Automatically Detect , Segment and Generate Anything

segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

mmdetection

OpenMMLab Detection Toolbox and Benchmark

PaddleDetection

Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.

Thyroid_code