GitHub topics: instance-segmentation

Repositories

AlbertoMarquillas/mask-rcnn-instance-segmentation-opencv

Instance segmentation with Mask R-CNN (COCO) using OpenCV DNN. CLI demo, headless-friendly outputs.

Language: Python - Size: 866 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

AlbertoMarquillas/yolov8-instance-segmentation

Instance segmentation with YOLOv8 on custom datasets. Training, evaluation, and inference scripts with Windows PowerShell examples. Clean portfolio structure, dataset/model placeholders, and Conventional Commits.

Language: Python - Size: 9.77 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

alanli1997/rethinking-fpn

[ECCV 2024] PyTorch implementation of Rethinking Features-Fused-Pyramid-Neck for Object Detection

Language: Python - Size: 8.34 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 34 - Forks: 4

yeliudev/CATNet

🛰️ Learning to Aggregate Multi-Scale Context for Instance Segmentation in Remote Sensing Images (TNNLS 2024)

Language: Python - Size: 129 KB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 84 - Forks: 13

STMicroelectronics/STM32N6-GettingStarted-InstanceSegmentation

An AI software application package demonstrating simple implementation of instance segmentation use case on STM32N6 product.

Language: C - Size: 87.5 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

visinf/mr-dinosaur

Motion-Refined DINOSAUR for Unsupervised Multi-Object Discovery (ICCVW 2025)

Language: Python - Size: 24.3 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 5 - Forks: 0

dbolya/tide

A General Toolbox for Identifying Object Detection Errors

Language: Python - Size: 12 MB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 723 - Forks: 115

surendramaran/YOLO

YOLOv8, YOLOv9, YOLOv10, YOLOv11 in Mobile Devices, run different machine learning model inside Android and iOS.

Language: Kotlin - Size: 148 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 161 - Forks: 43

Borda/kaggle_image-segm

Simple tooling for instance segmentation aiming at cell biology...

Language: Jupyter Notebook - Size: 3.04 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 10 - Forks: 2

Noza23/myovision-app

RESTful API for myovision project

Language: Python - Size: 9.74 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

bethgelab/siamese-mask-rcnn

Siamese Mask R-CNN model for one-shot instance segmentation

Language: Jupyter Notebook - Size: 84.8 MB - Last synced at: 2 months ago - Pushed at: over 5 years ago - Stars: 350 - Forks: 60

ravijo/detectron2_tutorial

Tutorial to demonstrate the computation of training and validation loss using Detectron2

Language: Python - Size: 407 KB - Last synced at: 24 days ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 0

YuqingWang1029/VisTR

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

Language: Python - Size: 109 KB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 755 - Forks: 98

vLAR-group/UnsupObjSeg

🔥Benchmarking Unsupervised Obj Seg (NeurIPS 2022 & IJCV 2024)

Language: Python - Size: 13.2 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 36 - Forks: 1

VijayPrakashReddy-k/DETR

Detection Transformer

Language: Python - Size: 6.05 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

KevinCortacero/Kartezio

Evolve your OpenCV Image Processing filters using Cartesian Genetic Programming

Language: Python - Size: 625 KB - Last synced at: about 2 months ago - Pushed at: 3 months ago - Stars: 35 - Forks: 6

SlavkoPrytula/IAUNet

[CVPRW 2025] Official code of "IAUNet: Instance-Aware U-Net"

Language: Python - Size: 51.5 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 27 - Forks: 0

Westlake-AI/MogaNet

[ICLR 2024] MogaNet: Efficient Multi-order Gated Aggregation Network

Language: Jupyter Notebook - Size: 5.4 MB - Last synced at: 3 months ago - Pushed at: 5 months ago - Stars: 248 - Forks: 20

tub-rip/MouseSIS

The official implementation of "MouseSIS: Space-Time Instance Segmentation of Mice" (ECCVW 2024)

Language: Python - Size: 8.68 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 19 - Forks: 4

Noza23/myovision-sam

Training / Fine-Tuning SAM and Performing Inference on Myotube / Nuclei Images

Language: Python - Size: 2.79 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

FZJ-INM1-BDA/celldetection

Scalable Instance Segmentation using PyTorch & PyTorch Lightning.

Language: Python - Size: 15.4 MB - Last synced at: 3 months ago - Pushed at: 7 months ago - Stars: 143 - Forks: 21

zhaozhen2333/iFLYTEK2021

The Winning Solution to the Cultivated land Extraction From High-Resolution Remote Sensing Image Challenge (1 / 486)

Language: Python - Size: 25.8 MB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 142 - Forks: 30

juglab/EmbedSeg

Code Implementation for EmbedSeg, an Instance Segmentation Method for Microscopy Images

Language: Python - Size: 365 MB - Last synced at: 3 months ago - Pushed at: almost 2 years ago - Stars: 118 - Forks: 23

wkentaro/imgviz

Image Visualization Tools (object detection, semantic and instance segmentation)

Language: Python - Size: 32.2 MB - Last synced at: about 2 months ago - Pushed at: 12 months ago - Stars: 256 - Forks: 29

PhucNDA/OE-3DIS

Open-Ended 3D Point Cloud Instance Segmentation (ICCV'25 - OpenSUN3D)

Language: Python - Size: 772 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 2 - Forks: 0

alexander-g/INBD

Iterative Next Boundary Detection for Instance Segmentation of Tree Rings in Microscopy Images of Shrub Cross Sections

Language: Python - Size: 374 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 21 - Forks: 4

pqhieu/jsis3d

[CVPR'19] JSIS3D: Joint Semantic-Instance Segmentation of 3D Point Clouds

Language: Python - Size: 1.49 MB - Last synced at: 3 months ago - Pushed at: over 5 years ago - Stars: 180 - Forks: 35

JunlinHan/YOCO

Code for You Only Cut Once: Boosting Data Augmentation with a Single Cut, ICML 2022.

Language: Python - Size: 5.3 MB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 105 - Forks: 10

volume-em/empanada-napari

Panoptic segmentation algorithms for 2D and 3D electron microscopy in napari

Language: Python - Size: 8.3 MB - Last synced at: 3 months ago - Pushed at: 7 months ago - Stars: 24 - Forks: 9

DanielRajChristeen/Indian-Currency-Recognition-Model

A web-based demo app to detect and classify Indian currency notes using a Roboflow-trained instance segmentation model. Built for educational and research demonstration, this app showcases real-time currency recognition directly from images or live camera input.

Language: HTML - Size: 35.2 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

WXinlong/ASIS

Associatively Segmenting Instances and Semantics in Point Clouds, CVPR 2019

Language: Python - Size: 1.64 MB - Last synced at: 3 months ago - Pushed at: over 6 years ago - Stars: 259 - Forks: 64

sainatarajan/yolact-mps

This is the YOLACT Instance Segmentation model, adapted to run on Apple Silicon MPS machines.

Language: Python - Size: 126 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

Seeed-Projects/Tutorial-of-AI-Kit-with-Raspberry-Pi-From-Zero-to-Hero

This repository provides a comprehensive step-by-step guide to building AI projects using the Raspberry Pi AI Kit.

Language: Jupyter Notebook - Size: 269 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 227 - Forks: 33

HiroIshida/detic_ros

ROS wrapper for pretrained Detic instance segmentation and detection (and some utils to work with point cloud)

Language: Python - Size: 421 KB - Last synced at: about 2 months ago - Pushed at: 4 months ago - Stars: 31 - Forks: 16

mondalanindya/OmniCount

[AAAI 2025] Official code for "OmniCount: Multi-label Object Counting with Semantic-Geometric Priors"

Language: HTML - Size: 63.2 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 19 - Forks: 2

apple/ml-autofocusformer-segmentation

This is an official implementation for "AutoFocusFormer: Image Segmentation off the Grid".

Language: Python - Size: 8.17 MB - Last synced at: 29 days ago - Pushed at: over 2 years ago - Stars: 69 - Forks: 5

gist-ailab/uoais

Codes of paper "Unseen Object Amodal Instance Segmentation via Hierarchical Occlusion Modeling", ICRA 2022

Language: Python - Size: 14.9 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 142 - Forks: 28

mgonzs13/mmdetection_ros

ROS 2 wrap for MMDetection (https://github.com/open-mmlab/mmdetection)

Language: Python - Size: 14.4 MB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 16 - Forks: 2

Adeel-Intizar/Xtreme-Vision

A High Level Python Library to empower students, developers to build applications and systems enabled with computer vision capabilities.

Language: Jupyter Notebook - Size: 61.9 MB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 78 - Forks: 20

RMDLO/COCOpen-OpenCV

First-Prize winner in the Core Track of the 2022 OpenCV AI Competition

Language: Python - Size: 38.1 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 5 - Forks: 1

beenotung/yolo-helpers

Helper functions to use models converted from YOLO in browser and Node.js.

Language: TypeScript - Size: 84 KB - Last synced at: about 1 month ago - Pushed at: 4 months ago - Stars: 2 - Forks: 1

gustavozf/seg-lib

A lightweight image segmentation library.

Language: Python - Size: 13.1 MB - Last synced at: about 2 months ago - Pushed at: 6 months ago - Stars: 4 - Forks: 1

feiyuhuahuo/Yolact_minimal

Minimal PyTorch implementation of YOLACT.

Language: Python - Size: 2.53 MB - Last synced at: 4 months ago - Pushed at: about 4 years ago - Stars: 241 - Forks: 71

SeonghwanSeo/PharmacoNet

Official Github for "PharmacoNet: deep learning-guided pharmacophore modeling for ultra-large-scale virtual screening" (Chemical Science)

Language: Python - Size: 15.1 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 73 - Forks: 7

ai4life-opencalls/oc_2_project_11

Corresponds to AI4Life Project 11 with Nils Jacobsen from Royal Belgian Institute of Natural Sciences. Automated species annotation in turbid waters

Language: Jupyter Notebook - Size: 112 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 2

jahongir7174/MaskRCNN

MaskRCNN implementation using PyTorch

Language: Python - Size: 597 KB - Last synced at: 23 days ago - Pushed at: about 3 years ago - Stars: 7 - Forks: 2

DataXujing/yolact_pytorch

:fire: :fire: :fire:Train Your Own DataSet for YOLACT and YOLACT++ Instance Segmentation Model!!!

Language: Python - Size: 10.1 MB - Last synced at: 3 months ago - Pushed at: over 5 years ago - Stars: 71 - Forks: 14

xvjiarui/GCNet

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

Language: Python - Size: 3.13 MB - Last synced at: 4 months ago - Pushed at: almost 5 years ago - Stars: 1,208 - Forks: 167

chenxi52/CMPF

Open-Vocabulary Panoptic Segmentation

Language: Python - Size: 1.12 MB - Last synced at: 4 months ago - Pushed at: 5 months ago - Stars: 25 - Forks: 1

woctezuma/finetune-detr

Fine-tune Facebook's DETR (DEtection TRansformer) on Colaboratory.

Language: Jupyter Notebook - Size: 79.5 MB - Last synced at: 4 months ago - Pushed at: over 2 years ago - Stars: 150 - Forks: 24

ChenhongyiYang/GPViT

[ICLR 2023 Spotlight] GPViT: A High Resolution Non-Hierarchical Vision Transformer with Group Propagation

Language: Python - Size: 6.16 MB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 101 - Forks: 3

foolwood/deepmask-pytorch

PyTorch re-implementation of DeepMask

Language: Python - Size: 4.43 MB - Last synced at: 4 months ago - Pushed at: over 6 years ago - Stars: 217 - Forks: 51

kumuji/ugains

[GCPR 2023] UGainS: Uncertainty Guided Anomaly Instance Segmentation

Language: Python - Size: 1.03 MB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 15 - Forks: 0

ShuLiu1993/PANet

PANet for Instance Segmentation and Object Detection

Language: Python - Size: 7.95 MB - Last synced at: 4 months ago - Pushed at: over 6 years ago - Stars: 1,349 - Forks: 280

soenke-sp/TreeSeg

TreeSeg is a tool designed for the segmentation of individual trees using deep learning models.

Language: Python - Size: 1.98 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 4 - Forks: 1

PaddlePaddle/PaddleYOLO

🚀🚀🚀 YOLO series of PaddlePaddle implementation, PP-YOLOE+, RT-DETR, YOLOv5, YOLOv6, YOLOv7, YOLOv8, YOLOv10, YOLO11, YOLOX, YOLOv5u, YOLOv7u, YOLOv6Lite, RTMDet and so on. 🚀🚀🚀

Language: Python - Size: 300 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 613 - Forks: 144

kreshuklab/go-nuclear

Guides and code for 3D nuclear instance segmentation

Language: Python - Size: 4.71 MB - Last synced at: about 2 months ago - Pushed at: 5 months ago - Stars: 22 - Forks: 3

cad0p/maskrcnn-modanet

A Mask R-CNN Keras implementation with Modanet annotations on the Paperdoll dataset

Language: Python - Size: 128 KB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 75 - Forks: 18

3494808089/AlbumentationsX

AlbumentationsX is a powerful image augmentation library, offering 100% API compatibility with enhanced performance and new features. Perfect for your computer vision projects! 🐙✨

Language: Python - Size: 791 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

nadeemlab/ImPartial

Interactive deep learning whole-cell segmentation and thresholding using partial annotations

Language: Jupyter Notebook - Size: 175 MB - Last synced at: 4 months ago - Pushed at: 5 months ago - Stars: 39 - Forks: 3

img88/CarDamageDetection_InstanceSegmentation_MaskRCNN_Detectron2

Detect damaged car parts using instance segmentation, mask r-cnn, and the Detectron2 library

Language: Jupyter Notebook - Size: 90.3 MB - Last synced at: 4 months ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0

MarcoParola/oral_segmentation

[SSCI 2025] Oral cancer recognition on photographic images via deep learning semantic segmentation

Language: Python - Size: 106 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 26 - Forks: 1

DoranLyong/SPANetV2-official

Official implementation of SPANetV2

Language: Jupyter Notebook - Size: 20 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

maxw1489/Mask_RCNN

Refactored Mask R-CNN for object detection and instance segmentation on TensorFlow 2.

Language: Python - Size: 10.6 MB - Last synced at: 4 months ago - Pushed at: about 3 years ago - Stars: 8 - Forks: 4

yjwong1999/RSBuildingExtraction

[IEEE BigData 2024] Cross-City Building Instance Segmentation: From More Data to Diffusion-Augmentation

Language: Jupyter Notebook - Size: 119 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 6 - Forks: 0

megvii-research/SOLQ

"SOLQ: Segmenting Objects by Learning Queries", SOLQ is an end-to-end instance segmentation framework with Transformer.

Language: Python - Size: 458 KB - Last synced at: 4 months ago - Pushed at: over 3 years ago - Stars: 200 - Forks: 21

NVlabs/ODISE

Official PyTorch implementation of ODISE: Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models [CVPR 2023 Highlight]

Language: Python - Size: 16.4 MB - Last synced at: 5 months ago - Pushed at: over 1 year ago - Stars: 913 - Forks: 49

KyanChen/DynamicVis

This is the implement of the paper "DynamicVis: An Efficient and General Visual Foundation Model for Remote Sensing Image Understanding"

Language: Python - Size: 55.6 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 63 - Forks: 2

yjwong1999/RSGuidedDiffusion

Cross-City Building Instance Segmentation: From More Data to Diffusion-Augmentation (IEEE BigData 2024)

Language: Python - Size: 4.41 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 6 - Forks: 0

zhenyuw16/noisyboundaries

Language: Python - Size: 5.85 MB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 41 - Forks: 7

autodistill/autodistill-sam-hq

Segment Anything HQ (SAM HQ) module for use with Autodistill.

Language: Python - Size: 11.7 KB - Last synced at: 2 months ago - Pushed at: almost 2 years ago - Stars: 7 - Forks: 0

TannerGilbert/Object-Detection-and-Image-Segmentation-with-Detectron2

Object Detection and Image Segmentation with Detectron2

Language: Jupyter Notebook - Size: 129 MB - Last synced at: 4 months ago - Pushed at: about 3 years ago - Stars: 160 - Forks: 40

ibaiGorordo/ONNX-YOLOv8-Instance-Segmentation

Python scripts performing Instance Segmentation using the YOLOv8 model in ONNX.

Language: Python - Size: 14.2 MB - Last synced at: 5 months ago - Pushed at: over 2 years ago - Stars: 160 - Forks: 34

DLR-RM/stios-utils

utility functions for the [Stereo Instance on Surfaces (STOIS) dataset

Language: Python - Size: 2.93 KB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 5 - Forks: 1

LukasBommes/PV-Hawk

Tool for the extraction and mapping of photovoltaics modules from IR drone videos of utility-scale PV plants (my PhD project)

Language: Python - Size: 1010 MB - Last synced at: 5 months ago - Pushed at: almost 3 years ago - Stars: 70 - Forks: 18

ZhaoJ9014/Multi-Human-Parsing

🔥🔥Official Repository for Multi-Human-Parsing (MHP)🔥🔥

Language: JavaScript - Size: 30.9 MB - Last synced at: 6 months ago - Pushed at: 8 months ago - Stars: 677 - Forks: 103

YilmazKadir/Mask4Former

Mask4Former: Mask Transformer for 4D Panoptic Segmentation

Language: Python - Size: 1.51 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 56 - Forks: 5

RayYoh/SGIFormer

[TCSVT2024] Official implementation of SGIFormer

Language: Python - Size: 382 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 26 - Forks: 1

IRVLUTD/iTeach-UOIS

iTeach-UOIS: Improving Unseen Object Instance Segmentation via Few Shot Semi Supervised Interactive Teaching

Language: Python - Size: 85.7 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

hustvl/MIMDet

[ICCV 2023] You Only Look at One Partial Sequence

Language: Python - Size: 551 KB - Last synced at: 6 months ago - Pushed at: about 2 years ago - Stars: 341 - Forks: 30

IDEA-Research/MaskDINO

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

Language: Python - Size: 2.24 MB - Last synced at: 6 months ago - Pushed at: almost 2 years ago - Stars: 1,319 - Forks: 120

ipleiria-ciic/safe-ar

Supporting privacy and confidentiality in augmented reality context.

Language: Python - Size: 128 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 2 - Forks: 1

HeathSun/AdaSeg4MR

An innovative mixed reality (MR) pipeline that integrates real-time instance segmentation and speech-guided natural language interaction. It aims to create a more intuitive and immersive experience for users interacting with virtual and real-world environments.

Language: Python - Size: 151 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0