Code to implement "Echo from noise: synthetic ultrasound image generation using diffusion models for real image segmentation"

MedSAM3: Delving into Segment Anything with Medical Concepts

MedSAM2: Segment Anything in 3D Medical Images and Videos

Official codes for MICCAI2024: Towards a Benchmark for Colorectal Cancer Segmentation in Endorectal Ultrasound Videos: Dataset and Model Development

[ICCV 2025 CVAMD] Official implementation of TextSAM-EUS

[BIBM‘24] This repository is the official implementation for "UniUSNet: A Promptable Framework for Universal Ultrasound Disease Prediction and Tissue Segmentation".

OpenUS: A Fully Open-Source Foundation Model for Ultrasound Image Analysis via Self-Adaptive Masked Contrastive Learning

Finetune SAM3 with LoRA — optimized for images. A simple setup for training SAM3 on image datasets. Video finetuning is not yet supported but planned for future releases.

The repository provides code for running inference and finetuning with the Meta Segment Anything Model 3 (SAM 3), links for downloading the trained model checkpoints, and example notebooks that sho…

SAM 3D Objects

Ultralytics YOLO 🚀

YOLOv10: Real-Time End-to-End Object Detection [NeurIPS 2024]

GaussianFlow: Splatting Gaussian Dynamics for 4D Content Creation (TMLR)

Original reference implementation of "3D Gaussian Splatting for Real-Time Radiance Field Rendering"

[CVPR25 Oral (Top 3.3%)] Official code for paper "Reconstructing Humans with a Biomechanically Accurate Skeleton".

GPT4V-level open-source multi-modal model based on Llama3-8B

tracking medical datasets, with a focus on medical imaging

Code for the ICCV 2021 paper "Pixel Difference Networks for Efficient Edge Detection" (Oral).

[MICCAI 2024] The official repository for DeSAM: Decoupled Segment Anything Model for Generalizable Medical Image Segmentation.

[CVPR 2023] Official implementation of the paper "Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and Segmentation"

Distance-IoU Loss: Faster and Better Learning for Bounding Box Regression (AAAI 2020)

The repository provides code for running inference with the Meta Segment Anything Model 2 (SAM 2), links for downloading the trained model checkpoints, and example notebooks that show how to use th…

Code for MICCAI 2023 paper: Robust Segmentation via Topology Violation Detection and Feature Synthesis

This repository contains the implementation for our work "Learning Topological Interactions for Multi-Class Medical Image Segmentation", accepted to ECCV 2022 (Oral)

Joint Topology-preserving and Feature-refinement Network for Curvilinear Structure Segmentation (ICCV21)

A collection of loss functions for medical image segmentation