YZC-99

Yang Zhaocan's starred repositories

AbdomenCT-1K

The official repository of "AbdomenCT-1K: Is Abdominal Organ Segmentation A Solved Problem?"

Language:PythonApache-2.021200

RAOS

[MICCAI2024] Rethinking Abdominal Organ Segmentation (RAOS) in the clinical scenario: A robustness evaluation benchmark with challenging cases

GPL-3.02200

SFADA-GTV-Seg

(TMI-2024) Source-Free Active Domain Adaptation (SFADA) for GTV Segmentation across Multiple Hospitals

Language:PythonMIT1600

ADA4MIA

Awesome Active Domain Adaptation for Medical Image Analysis

MIT4000

UnSAM

Code release for "Segment Anything without Supervision"

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HKGL

This is an official Pytorch implementation of the paper published in IEEE TMI 2023 Hierarchical Knowledge Guided Learning for Real-world Retinal Disease Recognition.

Language:Python400

Semi-supervised-learning

A Unified Semi-Supervised Learning Codebase (NeurIPS'22)

Language:PythonMIT129100

awesome-contrastive-self-supervised-learning

A comprehensive list of awesome contrastive self-supervised learning papers.

119000

awesome-self-supervised-learning

A curated list of awesome self-supervised methods

608800

awesome-self-supervised-gnn

Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).

Language:Python153600

pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

Language:PythonMIT1007800

RET-CLIP

RET-CLIP: A Retinal Image Foundation Model Pre-trained with Clinical Diagnostic Reports

Language:Python1500

FLAIR

FLAIR: A Foundation LAnguage-Image model of the Retina for fundus image understanding.

Language:PythonApache-2.07100

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

Language:PythonApache-2.03122400

NeSsi

Keras/Pytorch neural network size, operations and parameters counter

Language:Python1400

MICCAI-OpenSourcePapers

MICCAI 2019-2023 Open Source Papers

Apache-2.0118600

PMCNet

Language:PythonMIT1100

torcheval

A library that contains a rich collection of performant PyTorch model metrics, a simple interface to create new metrics, a toolkit to facilitate metric computation in distributed training and tools for PyTorch model evaluations.

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Agent-Attention

Official repository of Agent Attention (ECCV2024)

Language:Python46600

FarSeg

Foreground-Aware Relation Network for Geospatial Object Segmentation in High Spatial Resolution Remote Sensing Imagery (CVPR 2020 & TPAMI 2023) https://arxiv.org/pdf/2011.09766.pdf

Language:PythonApache-2.014000

MC-Net

Official Code for our MedIA paper "Mutual Consistency Learning for Semi-supervised Medical Image Segmentation"

Language:PythonMIT12400

nanodet

NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥

Language:PythonApache-2.0565600

YOLOX

YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/

Language:PythonApache-2.0926700

comwin

Language:Python1600

DTC

Semi-supervised Medical Image Segmentation through Dual-task Consistency

Language:PythonMIT28200

SSL4MIS

Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.

Language:PythonMIT211500

ultralytics

NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite

Language:PythonAGPL-3.02762000

UNet-family

Paper and implementation of UNet-related model.

Language:Python247600