polyp 开源项目推荐（13 个）

GewelsJI /PNS-Net

2021-MICCAI-Progressively Normalized Self-Attention Network for Video Polyp Segmentation

ai4colonoscopy /IntelliScope

Frontiers in Intelligent Colonoscopy [ColonSurvey | ColonINST | ColonGPT]

tianyu0207 /weakly-polyp

[MICCAI'22] Contrastive Transformer-based Multiple Instance Learning for Weakly Supervised Polyp Frame Detection.

DebeshJha /PolypGen

A multi-centre polyp detection and segmentation dataset for generalisability assessment https://www.nature.com/articles/s41597-023-01981-y

ai4colonoscopy /Colon-X

Project COLON-X（塑造智能COLONoscopic领域的neXt前沿）

DebeshJha /Kvasir-SEG

Kvasir-SEG: A Segmented Polyp Dataset

Guo-Xiaoqing /ThresholdNet

[TMI'20] Learn to Threshold: ThresholdNet with Confidence-Guided Manifold Mixup for Polyp Segmentation

KerrFitzgerald /Polyp_FCB-SwinV2Transformer

Code Implementation of the FCB-SwinV2 Transformer

a-wish /Polyp-Classification-and-Clustering

Polyp Classification and Clustering from Endoscopic Images using Competitive and Convolutional Neural Networks

ArdeleanRichard /YOLO-Colonoscopy

This project benchmarks modern object detection models (YOLOv8–v12, YOLO26, YOLOE, YOLO-World, RT-DETR) for automatic polyp detection.

Liu-Yufei /TEMory

TEMory, a model featuring a Temporal Encoder and Memory Unit, designed for weakly supervised colonic polyp frame detection with a comprehensive understanding of normal frame characteristics.

pathologyatlas /reactive-atypia

Reactive atypia in an ulcerated colon polyp - Ülsere Kolon Polibinde Reaktif Atipi

imaneelmissaoui /Endoscopic_Capsule_Embedded_AI

Internship Project N°1_ HealthDatascience_HealthcareEngineering