GitHub topics: instance-segmentation

Repositories

ckswjd99-lab/Ouroboros

Ouroboros: Instilling Motion Awareness in ViTs for Efficient Video Analytics on the Edge

Language: Python - Size: 2.4 MB - Last synced at: 3 minutes ago - Pushed at: about 11 hours ago - Stars: 1 - Forks: 0

Pfilipeferreira2004/DynamicVis

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

Language: Jupyter Notebook - Size: 42.4 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 0 - Forks: 0

darcyoldish650/X-AnyLabeling-Server

Language: Python - Size: 1.79 MB - Last synced at: 1 day ago - Pushed at: 2 days ago - Stars: 0 - Forks: 0

dgaida/vision_detect_segment

A flexible Python package for real-time object detection and segmentation with Redis-based streaming support. Designed for robotics applications.

Language: Python - Size: 1.37 MB - Last synced at: 2 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

manohargoud-cmd/Plant-Detection-using-YOLOv8

🌿 Detect and classify plant leaves in real-time using YOLOv8, enhancing crop health and productivity through early disease identification.

Language: Jupyter Notebook - Size: 27.7 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 2 - Forks: 0

siddheshk08/mask-rcnn-instance-segmentation-opencv

🔍 Detect and segment multiple objects in images using Mask R-CNN with OpenCV, featuring a CLI demo for easy visualization and output management.

Size: 2.13 MB - Last synced at: 3 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 0

ultralytics/ultralytics

Ultralytics YOLO 🚀

Language: Python - Size: 39.9 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 49,622 - Forks: 9,590

Jordan-Pierce/CoralNet-Toolbox

Tools for panoptic segmentation and developing machine learning models for benthic imagery

Language: Python - Size: 895 MB - Last synced at: 3 days ago - Pushed at: 5 days ago - Stars: 42 - Forks: 7

tallal13/ultralytics

Ultralytics YOLO11 🚀

Language: Python - Size: 10.8 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 2 - Forks: 1

laugh12321/TensorRT-YOLO

🚀 Easier & Faster YOLO Deployment Toolkit for NVIDIA 🛠️

Language: C++ - Size: 27.2 MB - Last synced at: 4 days ago - Pushed at: 7 days ago - Stars: 1,593 - Forks: 163

insight-platform/Savant

Python Computer Vision & Video Analytics Framework With Batteries Included

Language: Python - Size: 45.8 MB - Last synced at: 4 days ago - Pushed at: 6 days ago - Stars: 742 - Forks: 68

tusen-ai/simpledet

A Simple and Versatile Framework for Object Detection and Instance Recognition

Language: Python - Size: 1.34 MB - Last synced at: 3 days ago - Pushed at: about 4 years ago - Stars: 3,086 - Forks: 484

nomi30701/yolo-multi-task-onnxruntime-web

Yolo11 multi task browser, Object Detection, Pose Estimation, Instance Segmentation Power by onnx-web. support WebGPU wasm(cpu). Realtime process camera, Add your custom model

Language: JavaScript - Size: 201 MB - Last synced at: 3 days ago - Pushed at: 5 days ago - Stars: 7 - Forks: 1

roboflow/inference

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

Language: Python - Size: 180 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 2,090 - Forks: 230

DoranLyong/SPANetV2-official

Official implementation of SPANetV2

Language: Jupyter Notebook - Size: 20 MB - Last synced at: 3 days ago - Pushed at: 6 days ago - Stars: 1 - Forks: 0

dl-cv/labelme-ai

深度视觉LabelmeAI是一款基于LabelMe开源版进行深度重开发的更加智能的标注工具。

Language: Python - Size: 29 MB - Last synced at: 3 days ago - Pushed at: 6 days ago - Stars: 20 - Forks: 2

scannetpp/scannetpp

[ICCV 2023 Oral] ScanNet++: A High-Fidelity Dataset of 3D Indoor Scenes

Language: Python - Size: 591 KB - Last synced at: 4 days ago - Pushed at: 8 days ago - Stars: 338 - Forks: 31

oarriaga/paz

Hierarchical perception library in Python for pose estimation, object detection, instance segmentation, keypoint estimation, face recognition, etc.

Language: Python - Size: 10.5 MB - Last synced at: 4 days ago - Pushed at: 7 days ago - Stars: 690 - Forks: 110

open-mmlab/mmdetection

OpenMMLab Detection Toolbox and Benchmark

Language: Python - Size: 61.8 MB - Last synced at: 6 days ago - Pushed at: over 1 year ago - Stars: 32,115 - Forks: 9,824

google/ffn

Flood-Filling Networks for instance segmentation in 3d volumes.

Language: Python - Size: 3.49 MB - Last synced at: 4 days ago - Pushed at: 7 days ago - Stars: 338 - Forks: 101

roboflow/supervision

We write your reusable computer vision tools. 💜

Language: Python - Size: 2.51 GB - Last synced at: 7 days ago - Pushed at: 9 days ago - Stars: 36,094 - Forks: 3,039

Hiroto-Hiro/real-time-person-detection

🎥 Detect people in real-time with YOLOv8 and receive alerts via Telegram, all in a scalable and easy-to-deploy system.

Language: Python - Size: 1.38 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 1 - Forks: 0

kreshuklab/go-nuclear

Guides and code for 3D nuclear instance segmentation

Language: Python - Size: 4.73 MB - Last synced at: 6 days ago - Pushed at: 9 days ago - Stars: 22 - Forks: 3

CVHub520/X-AnyLabeling

Effortless data labeling with AI support from Segment Anything and other awesome models.

Language: Python - Size: 138 MB - Last synced at: 8 days ago - Pushed at: 11 days ago - Stars: 7,140 - Forks: 795

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 days ago - Pushed at: over 1 year ago - Stars: 88 - Forks: 13

xvjiarui/GCNet

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

Language: Python - Size: 3.13 MB - Last synced at: 3 days ago - Pushed at: almost 5 years ago - Stars: 1,216 - Forks: 167

wkentaro/labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

Language: Python - Size: 47.5 MB - Last synced at: 10 days ago - Pushed at: 12 days ago - Stars: 15,325 - Forks: 3,608

juglab/EmbedSeg

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

Language: Python - Size: 365 MB - Last synced at: 2 days ago - Pushed at: almost 2 years ago - Stars: 126 - Forks: 23

PaddlePaddle/PaddleDetection

Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.

Language: Python - Size: 413 MB - Last synced at: 12 days ago - Pushed at: 2 months ago - Stars: 13,932 - Forks: 3,004

MarkMoHR/Awesome-Referring-Image-Segmentation

:books: A collection of papers about Referring Image Segmentation.

Size: 906 KB - Last synced at: 11 days ago - Pushed at: 30 days ago - Stars: 791 - Forks: 64

roboflow/rf-detr

RF-DETR is a real-time object detection and segmentation model architecture developed by Roboflow, SOTA on COCO and designed for fine-tuning.

Language: Python - Size: 9.12 MB - Last synced at: 12 days ago - Pushed at: 28 days ago - Stars: 4,504 - Forks: 502

CVHub520/X-AnyLabeling-Server

A Simple, Lightweight, and Extensible Serving Framework for X-AnyLabeling

Language: Python - Size: 513 KB - Last synced at: 11 days ago - Pushed at: 13 days ago - Stars: 24 - Forks: 1

obss/sahi

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

Language: Python - Size: 285 MB - Last synced at: 12 days ago - Pushed at: 16 days ago - Stars: 4,957 - Forks: 717

ultralytics/yolo-ios-app

Ultralytics YOLO iOS App source code for running YOLO in your own iOS apps 🌟

Language: Swift - Size: 2.77 MB - Last synced at: 13 days ago - Pushed at: 17 days ago - Stars: 382 - Forks: 77

BiaPyX/BiaPy

Open source Python library for building bioimage analysis pipelines

Language: Jupyter Notebook - Size: 1.25 GB - Last synced at: 13 days ago - Pushed at: 14 days ago - Stars: 187 - Forks: 37

matterport/Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

Language: Python - Size: 117 MB - Last synced at: 14 days ago - Pushed at: over 1 year ago - Stars: 25,435 - Forks: 11,723

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: 270 MB - Last synced at: 11 days ago - Pushed at: 14 days ago - Stars: 267 - Forks: 39

chrieke/InstanceSegmentation_Sentinel2 📦

🌱 Deep Learning for Instance Segmentation of Agricultural Fields - Master thesis

Language: Jupyter Notebook - Size: 19.4 MB - Last synced at: 10 days ago - Pushed at: almost 3 years ago - Stars: 423 - Forks: 132

qqlu/Entity

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

Language: Jupyter Notebook - Size: 41.7 MB - Last synced at: 3 days ago - Pushed at: about 2 years ago - Stars: 1,034 - Forks: 60

dbolya/tide

A General Toolbox for Identifying Object Detection Errors

Language: Python - Size: 12 MB - Last synced at: 13 days ago - Pushed at: over 2 years ago - Stars: 727 - Forks: 117

divij-pawar/mrcnn-greeny

Greeny is an application that applies a green screen effect on the background of people in video by using Mask R-CNN (TensorFlow 2). It supports multiple people, accurately segments them

Language: Python - Size: 13.5 MB - Last synced at: 13 days ago - Pushed at: 16 days ago - Stars: 3 - Forks: 0

AbiPatti/cosmonav-demo

Cosmonav: A React Native navigation app for the visually impaired. Features a custom-trained AI model for hazard detection and voice commands.

Language: TypeScript - Size: 28.7 MB - Last synced at: 13 days ago - Pushed at: 17 days ago - Stars: 1 - Forks: 0

keremberke/awesome-yolov8-models

Easy-to-use finetuned YOLOv8 models.

Language: HTML - Size: 51.8 KB - Last synced at: 9 days ago - Pushed at: almost 3 years ago - Stars: 216 - Forks: 24

zymk9/Yet-Another-Anime-Segmenter

Instance segmentation for anime characters based on CondInst and SOLOv2

Language: Jupyter Notebook - Size: 1.43 MB - Last synced at: 14 days ago - Pushed at: almost 5 years ago - Stars: 196 - Forks: 13

JDAI-CV/CoTNet

This is an official implementation for "Contextual Transformer Networks for Visual Recognition".

Language: Python - Size: 451 KB - Last synced at: 2 days ago - Pushed at: over 4 years ago - Stars: 535 - Forks: 82

mgonzs13/yolo_ros

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

Language: Python - Size: 2.7 MB - Last synced at: 20 days ago - Pushed at: 4 months ago - Stars: 883 - Forks: 208

lucasjinreal/yolov7_d2

🔥🔥🔥🔥 (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥

Language: Python - Size: 2.48 MB - Last synced at: 12 days ago - Pushed at: about 2 years ago - Stars: 3,125 - Forks: 476

kostas1515/AGLU

[ECCV2024 - Oral] Adaptive Parametric Activation

Language: Jupyter Notebook - Size: 23.5 MB - Last synced at: 23 days ago - Pushed at: 23 days ago - Stars: 53 - Forks: 1

albumentations-team/AlbumentationsX

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

Language: Python - Size: 1.27 MB - Last synced at: 23 days ago - Pushed at: 23 days ago - Stars: 188 - Forks: 16

Jordan-Pierce/yolo-tiling

Tile (slice) a YOLO-formatted dataset for small detection, segmentation, and classification

Language: Python - Size: 72.6 MB - Last synced at: 12 days ago - Pushed at: 29 days ago - Stars: 13 - Forks: 2

dme-compunet/YoloSharp

🚀 A high performance real-time object detection solution using YOLO11 ⚡️ powered by ONNX-Runtime

Language: C# - Size: 63 MB - Last synced at: 20 days ago - Pushed at: about 1 month ago - Stars: 489 - Forks: 85

Syeda-Farhat/awesome-Transformers-For-Segmentation

Semantic segmentation is an important job in computer vision, and its applications have grown in popularity over the last decade.We grouped the publications that used various forms of segmentation in this repository. Particularly, every paper is built on a transformer.

Size: 376 KB - Last synced at: 11 days ago - Pushed at: 24 days ago - Stars: 40 - Forks: 2

ultralytics/notebooks

Ultralytics Notebooks 🚀

Language: Jupyter Notebook - Size: 441 KB - Last synced at: 25 days ago - Pushed at: 25 days ago - Stars: 131 - Forks: 35

DFKI-NI/syclops

Syclops is a tool for creating synthetic data from 3D virtual environments with photorealistic renderings and pixel-perfect annotations.

Language: Python - Size: 29.6 MB - Last synced at: 13 days ago - Pushed at: 6 months ago - Stars: 15 - Forks: 3

siromermer/Running-Deep-Learning-Models-on-ONNX-Runtime

Scripts for running different deep learning models such as YOLO, Faster R-CNN, Mask R-CNN, ResNet on ONNX Runtime with GPU acceleration.

Language: Jupyter Notebook - Size: 72 MB - Last synced at: 27 days ago - Pushed at: 27 days ago - Stars: 1 - Forks: 0

mihajlov39547/spatial-mask-merging

Official implementation of the Spatial Mask Merging (SMM) algorithm, a post-processing algorithm designed to improve instance segmentation in high-resolution images. It addresses the limitations of traditional tiling methods by merging fragmented masks using graph clustering and spatial metrics.

Language: Python - Size: 117 KB - Last synced at: 28 days ago - Pushed at: 28 days ago - Stars: 2 - Forks: 0

mkang315/ASF-YOLO

[IMAVIS] Official implementation of "ASF-YOLO: A Novel YOLO Model with Attentional Scale Sequence Fusion for Cell Instance Segmentation".

Language: Python - Size: 253 MB - Last synced at: 28 days ago - Pushed at: 28 days ago - Stars: 101 - Forks: 7

dronefreak/dji-tello-object-detection-segmentation

Modern instance segmentation for DJI Tello drones with YOLOv8/Detectron2. Real-time performance, modular design, autonomous tracking.

Language: Python - Size: 976 KB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 53 - Forks: 15

pixano/pixano-elements

Pixano Elements - Re-usable web components dedicated to data annotation tasks.

Language: TypeScript - Size: 10.7 MB - Last synced at: about 22 hours ago - Pushed at: over 2 years ago - Stars: 42 - Forks: 16

ppl-call-me-tima/chess-cv-2

A tool to digitize / parse a video feed of a physical chessboard and do computation from it like real-time analysis or gameplay on lichess.

Language: Python - Size: 60.7 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

umitkacar/awesome-vision-foundation-models

Curated resources for vision foundation models: Segment Anything (SAM/SAM2), DINO, and related architectures. Covers image/video segmentation, zero-shot learning, medical imaging applications, and promptable visual AI.

Language: Makefile - Size: 149 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 11 - Forks: 0

ayoolaolafenwa/PixelLib

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

Language: Python - Size: 162 MB - Last synced at: 26 days ago - Pushed at: about 2 years ago - Stars: 1,073 - Forks: 267

vanvalenlab/deepcell-tf

Deep Learning Library for Single Cell Analysis

Language: Python - Size: 341 MB - Last synced at: 27 days ago - Pushed at: over 1 year ago - Stars: 468 - Forks: 107

ChristophReich1996/Cell-DETR

Official and maintained implementation of the paper "Attention-Based Transformers for Instance Segmentation of Cells in Microstructures" [BIBM 2020].

Language: Python - Size: 32.9 MB - Last synced at: 10 days ago - Pushed at: over 3 years ago - Stars: 107 - Forks: 25

Zlmknc/Thining-analysis-with-YOLO

YOLO-based thining analysis was performed with the data set collected and labelled manually from forested areas. The result of the training conducted via Colab with the Yolo algorithm, an accuracy rate comparison was made over the videos I collected manually.

Size: 1.95 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

jingh-ai/ultralytics-YOLO-DeepSort-ByteTrack-PyQt-GUI

a GUI application, which uses YOLOs (YOLOv8, YOLO11, YOLOv13) for Object Detection/Tracking, Human Pose Estimation/Tracking from images, videos or camera

Language: Python - Size: 49.1 MB - Last synced at: about 1 month ago - Pushed at: 4 months ago - Stars: 377 - Forks: 60

junlinguo/CellViT-Kidney

First Large-scale universal nuclei instance segmentation model that finetunes CellViT (dino) on diverse kidney nuclei data from diverse institutions

Language: Python - Size: 54.9 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 0

chrieke/awesome-satellite-imagery-datasets 📦

🛰️ List of satellite image training datasets with annotations for computer vision and deep learning

Size: 1.74 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 3,831 - Forks: 663

syrax90/dynamic-solov2-tensorflow2

Dynamic SOLO (SOLOv2) with TensorFlow

Language: Python - Size: 3.84 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 6 - Forks: 1

fcakyon/labelme2coco Fork of XCRobert/Labelme2Coco

A lightweight package for converting your labelme annotations into COCO object detection format.

Language: Python - Size: 191 KB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 317 - Forks: 70

UltralyticsAssistant/UltralyticsAssistant

Ultralytics Assistant repo

Size: 31.3 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 8 - Forks: 2

NamanMakkar/VayuAI

Vayuvahana Technologies Private Limited presents to you VajraV1, a state-of-the-art (SOTA) real time object detection model

Language: Python - Size: 2.34 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 3 - Forks: 0

PaddleCV-SIG/PaddleLabel

飞桨智能标注，让标注快人一步

Language: Python - Size: 25.3 MB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 289 - Forks: 44

PierreMarieCurie/rf-detr-onnx

ONNX model with inference, conversion and visualization scripts for RF-DETR (object detection and instance segmentation)

Language: Python - Size: 2.39 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 26 - Forks: 2

DIYer22/bpycv

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

Language: Python - Size: 327 KB - Last synced at: about 1 month ago - Pushed at: 4 months ago - Stars: 491 - Forks: 59

FoundationVision/VNext

Next-generation Video instance recognition framework on top of Detectron2 which supports InstMove (CVPR 2023), SeqFormer(ECCV Oral), and IDOL(ECCV Oral))

Language: Python - Size: 53.7 MB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 615 - Forks: 55

MJAHMADEE/Cataract-LMM

Advanced computer vision framework for surgical video analysis, featuring multi-task learning for cataract surgery procedure understanding, instrument segmentation, and skill assessment.

Language: Jupyter Notebook - Size: 2.07 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 7 - Forks: 1

tue-mps/eomt

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

Language: Jupyter Notebook - Size: 5.98 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 433 - Forks: 37

bitdessin/JustDeepIt

A tool with GUI and CUI for image analysis based on deep learning

Language: Python - Size: 62.3 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 11 - Forks: 1

PINTO0309/HISDF

HISDF (Human Instance, Skeleton, and Depth Fusion) is a unified model that fuses human instance segmentation, skeletal structure estimation, and depth prediction to achieve holistic human perception from visual input.

Language: Python - Size: 255 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 12 - Forks: 0

Tamagear/characterization-photoreceptor-axons

The aim of the master’s thesis is the automatic instance segmentation and quantification of 3D microscopy images of neuronal networks in Drosophila. In particular, the degradation upon light stimuli will be investigated and successive damage to regular structures should be quantitatively assessed by dedicated features that are to be developed.

Language: Jupyter Notebook - Size: 56.6 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

macorisd/TALOS

Modular Computer Vision pipeline for automatic open-vocabulary instance segmentation using a combination of state-of-the-art models.

Language: Python - Size: 40.7 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

olibartfast/rf-detr-cpp-inference

Language: C++ - Size: 613 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

Seeed-Studio/SenseCraft-AI

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.

Language: Shell - Size: 30 MB - Last synced at: about 2 months ago - Pushed at: 11 months ago - Stars: 58 - Forks: 6