#Instance-segmentation
Showing 59 of 59 repositories tagged #instance-segmentation, ranked by stars
Ultralytics YOLO26, YOLO11, YOLOv8 โ object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking
We write your reusable computer vision tools. ๐
OpenMMLab Detection Toolbox and Benchmark
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
Image annotation with Python. Supports polygon, rectangle, circle, line, point, and AI-assisted annotation.
Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.
Effortless data labeling with AI support from Segment Anything and other awesome models.
RF-DETR is a real-time object detection and segmentation model architecture developed by Roboflow, SOTA on COCO, designed for fine-tuning. [ICLR 2026]
Framework agnostic sliced/tiled inference + interactive ui + error analysis plots
๐ฐ๏ธ List of satellite image training datasets with annotations for computer vision and deep learning
Images to inference with no labeling (use foundation models to train supervised models).
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
๐ Easier & Faster YOLO Deployment Toolkit for NVIDIA ๐ ๏ธ
[ICLR'23 Spotlight๐ฅ] The first successful BERT/MAE-style pretraining on any convolutional network; Pytorch impl. of "Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling"
GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond
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 Models [CVPR 2023 Highlight]
Python Computer Vision & Video Analytics Framework With Batteries Included
Inference Code for Polygon-RNN++ (CVPR 2018)
PyTorch training/tool code for Polygon-RNN++ (CVPR 2018)
UPSNet: A Unified Panoptic Segmentation Network
This repository provides a comprehensive list of radar and optical satellite datasets curated for ship detection, classification, semantic segmentation, and instance segmentation tasks. These datasets are ideal for applications in computer vision, machine learning, remote sensing, and maritime analysis.
Copy-paste augmentation for segmentation and detection tasks
Computer vision utils for Blender (generate instance annoatation, depth and 6D pose by one line code)
Next-generation Albumentations: dual-licensed for open-source and commercial use
Ultralytics YOLO iOS App source code for running YOLO in your own iOS apps ๐
The First Place Solution of Kaggle iMaterialist (Fashion) 2019 at FGVC6
a GUI application, which uses YOLOs (YOLOv8, YOLO11, YOLOv13) for Object Detection/Tracking, Human Pose Estimation/Tracking from images, videos or camera
[ICCV 2021] Instances as Queries
๐ฅ3D-BoNet in Tensorflow (NeurIPS 2019, Spotlight)
[CVPR'19] 3D-SIS: 3D Semantic Instance Segmentation of RGB-D Scans
[ICCV 2023] You Only Look at One Partial Sequence
This repository provides a comprehensive step-by-step guide to building AI projects using the Raspberry Pi AI Kit.
้ฃๆกจๆบ่ฝๆ ๆณจ๏ผ่ฎฉๆ ๆณจๅฟซไบบไธๆญฅ
A Simple, Lightweight, and Extensible Serving Framework for X-AnyLabeling
Pytorch implementation of "EdgeCrafter: Compact ViTs for Edge Dense Prediction via Task-Specialized Distillation"
Rich Image Visualization with Minimum Dependency (no OpenCV, Matplotlib)
Ultralytics Notebooks ๐
Open source Python library for building bioimage analysis pipelines
ONNX model with inference, conversion and visualization scripts for RF-DETR (object detection and instance segmentation)
Official Github for "PharmacoNet: deep learning-guided pharmacophore modeling for ultra-large-scale virtual screening" (Chemical Science)
Instance Segmentation for Chinese Character Stroke Extraction, Datasets and Benchmarks.
Tool for the extraction and mapping of photovoltaics modules from IR drone videos of utility-scale PV plants (my PhD project)
This is the implement of the paper "DynamicVis: An Efficient and General Visual Foundation Model for Remote Sensing Image Understanding"
A High Level Python Library to empower students, developers to build applications and systems enabled with computer vision capabilities.
Dynamic Multimodal Instance Segmentation Guided by Natural Language Queries, ECCV 2018
[NeurIPS 2023 Spotlight] Code for "Contrastive Lift: 3D Object Instance Segmentation by Slow-Fast Contrastive Fusion"
A sample project to build a custom Mask RCNN model using Tensorflow object detection API
:fire: :fire: :fire:Train Your Own DataSet for YOLACT and YOLACT++ Instance Segmentation Model!!!
Codes for "DANCE: A Deep Attentive Contour Model for Efficient Instance Segmentation", WACV2021
Easily create a web UI on Amazon Mechanical Turk to crowd-source instance segmentation data
An application suite including an open-source inference server and web UI to deploy any YOLOv8 model to NVIDIA Jetson devices and visualize captured streams, with one line of code.
End-to-end one-class instance segmentation based on U-Net architecture for Data Science Bowl 2018 in Kaggle
Trained Detectron2 object detection models for document layout analysis based on PubLayNet dataset
Selfie Anywhere
Trained Detectron2 object detection models for document layout analysis based on PubLayNet dataset