instance-segmentation

30 projects share this GitHub topic

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🧬 Members

Ultralytics YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image…

Ultralytics YOLOv5 in PyTorch for object detection, instance segmentation, classification, training, and…

We write your reusable computer vision tools. 💜

Image annotation with Python. Supports polygon, rectangle, circle, line, point, and AI-assisted annotation.

Open-source AI-assisted annotation platform for images, videos, text, and multimodal data.

RF-DETR is a real-time object detection and segmentation model architecture developed by Roboflow, SOTA on…

Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

🔥🔥🔥🔥 (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with…

Images to inference with no labeling (use foundation models to train supervised models).

lanenet-lane-detection

Unofficial implemention of lanenet model for real time lane detection

Turn any computer or edge device into a command center for your computer vision projects.

[CVPR 2025] Official PyTorch Implementation of MambaVision: A Hybrid Mamba-Transformer Vision Backbone

🚀 Easier & Faster YOLO Deployment Toolkit for NVIDIA 🛠️

GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond

Ultralytics YOLOv8, YOLOv9, YOLOv10, YOLOv11, YOLOv12 for ROS 2

Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/

EntitySeg Toolbox: Towards Open-World and High-Quality Image Segmentation

Official PyTorch implementation of ODISE: Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion…

Python Computer Vision & Video Analytics Framework With Batteries Included

[CVPR2021 Oral] End-to-End Video Instance Segmentation with Transformers

UPSNet: A Unified Panoptic Segmentation Network

[CVPR 2025 Highlight] Official code and models for Encoder-only Mask Transformer (EoMT).

Satellite-Imagery-Datasets-Containing-Ships

This repository provides a comprehensive list of radar and optical satellite datasets curated for ship…

AlbumentationsX

Next-generation Albumentations: dual-licensed for open-source and commercial use

Computer vision utils for Blender (generate instance annoatation, depth and 6D pose by one line code)

kaggle-imaterialist

The First Place Solution of Kaggle iMaterialist (Fashion) 2019 at FGVC6

ultralytics-YOLO-DeepSort-ByteTrack-PyQt-GUI

a GUI application, which uses YOLOs (YOLOv8, YOLO11, YOLOv13) for Object Detection/Tracking, Human Pose…

[ICCV 2021] Instances as Queries

🔥3D-BoNet in Tensorflow (NeurIPS 2019, Spotlight)

[CVPR'19] 3D-SIS: 3D Semantic Instance Segmentation of RGB-D Scans

🔗 Related families

yolo 59 image-classification 77 semantic-segmentation 60 yolov8 24 ultralytics 11 yolo26 6 tensorrt 42 pose-estimation 54

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