mask2former 开源项目推荐（35 个）

SegmentationBLWX /sssegmentation

SSSegmentation：一个基于 PyTorch 的开源有监督语义分割工具箱。

yasserben /CLOUDS

[CVPR 2024] Official Implementation of Collaborating Foundation models for Domain Generalized Semantic Segmentation

TotalVariation /Exchanger4SITS

The official code repository for paper "Rethinking the Encoding of Satellite Image Time Series".

stechdrive /stechdrive-3dgs-utils

Windows GUI 流水线，用于将 360° 视频转换为比例校准的 3DGS 训练资产：帧审查、YOLO/SAM 掩模、Metashape/SphereSfM/COLMAP Rig、AprilTag 尺度校准以及 LichtFeld/Postshot/Brush 导出。

mehran-tarif /AgriSegment

AgriSegment — A multi-modal plant segmentation suite for agricultural research. It offers four FastAPI-powered tools—Hybrid (SegFormer + SAM), Interactive (real-time SAM), Semantic (batch SegFormer), and Panoptic (Mask2Former)—making AI-driven plant segmentation accessible to non-programmers.

yulinfeng000 /SimpleMask2Former

Separate mask2former from framework

teamROBI /Seg2Grasp

Code release for "Seg2Grasp: A Robust Modular Suction Grasping in Bin Picking"

NimaVahdat /FoodSeg_mask2former

Fine-tuning Mask2Former on the FoodSeg103 dataset for food segmentation, with deployment and interactive inference via Gradio.

maja-kucharczyk /roof-damage-assessment

This repository provides a tutorial and code for reproducing the data and results presented in the following publication: Automated Mapping of Post-Storm Roof Damage Using Deep Learning and Aerial Imagery: A Case Study in the Caribbean (Kucharczyk, Nesbit, & Hugenholtz, 2025, Remote Sensing).

kryvokhyzha /panoptic-segmentation-experiments

This repository contains the example of fine-tuning panoptic segmentation model.

nguyenhuytrong /assistive-robot-teleoperation

Assistive robot teleoperation system for blind and visually impaired users using ROS 2, haptic feedback (PS5 DualSense), shared autonomy, and real-time computer vision.

JersonGB22 /ImageSegmentation-TensorFlow-PyTorch

该项目在 GitHub 上没有填写描述

wenbo-wei /PEMOLA

[ICME 2026] The official Dataset and PyTorch implementation of Occlusion-Aware Panoptic Segmentation with Joint Position Embedding and Occlusion-Level Attention

BlueEquinoxDev /waste-detection-aidl

Open source project for waste detection developed by students of postgraduate course Artificial Intelligence with Deep Learning UPC

playeriv65 /SimpleGVI

SimpleGVI: A fast and easy-to-use tool for Green View Index (GVI) calculation based on Mask2Former.

pranay172 /Vacant-Lot-Detection

7th place (of 467) solution for Solafune's Vacant Lot Detection competition: detecting and segmenting vacant land in aerial imagery of Japan with DINO and Mask2Former (Swin-L) on MMDetection/MMSegmentation, packaged in Docker.

NyiNyiMyo /Detectron2-Models-Fine-tuning-in-Computer-Vision

Detectron2 Object Detection, Instance Segmentation, Keypoints Detection, Panoptic Segmentation in PyTorch Fine-tuning.

AsylkhanKali /miqyas

Construction progress monitoring from 360° video, BIM and P6 — COLMAP + Mask2Former + FastAPI

saiga006 /Panoptic-MapAnything

A unified, feed-forward model integrating the MapAnything 3D reconstruction backbone with Mask2Former for multi-view consistent panoptic segmentation. This approach provides feature-rich and metric accurate semantic maps for indoor robot navigation while eliminating the need for posed inputs and costly test-time optimization.

smandal94 /logs_segment

Official repo for "Instance Segmentation in Autonomous Log Grasping Using EfficientViT-SAM MP-Former" paper