GitHub topics: detectron2

Repositories

healthonrails/annolid

An annotation and instance segmentation-based multiple animal tracking and behavior analysis package.

Language: Jupyter Notebook - Size: 281 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 47 - Forks: 9

RifaMc/ParticleAnalyzer

A Computer Vision-based tool for automatic segmentation and size analysis of particles in Scanning Electron Microscope (SEM) images.

Size: 1000 KB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 0 - Forks: 0

PatBall1/detectree2

Python package for automatic tree crown delineation based on the Detectron2 implementation of Mask R-CNN

Language: Python - Size: 156 MB - Last synced at: 6 days ago - Pushed at: 23 days ago - Stars: 190 - Forks: 47

Layout-Parser/layout-parser

A Unified Toolkit for Deep Learning Based Document Image Analysis

Language: Python - Size: 58.3 MB - Last synced at: 17 days ago - Pushed at: 9 months ago - Stars: 5,199 - Forks: 496

wolgwang1729/LungCancerDetection

This repository implements an automated lung nodule detection system using Detectron2 on the LIDC-IDRI dataset. It includes tools for CT image processing, annotation parsing, and three versions of Rad-5 model with progressive improvements in accuracy and training efficiency. It also uses the model developed in lung segmentation project.

Language: Jupyter Notebook - Size: 31.4 MB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 0 - Forks: 0

Programmer-RD-AI/DetectX

A Pythonic approach to object detection using Detectron2, a clean, modular framework for training and deploying computer vision models. DetectX simplifies the complexity of object detection while maintaining high performance and extensibility.

Language: Python - Size: 151 MB - Last synced at: 6 days ago - Pushed at: 25 days ago - Stars: 1 - Forks: 0

spider2048/detectron2 Fork of facebookresearch/detectron2

My fork of detectron2, will mostly be up-to-date

Language: Python - Size: 6.19 MB - Last synced at: 27 days ago - Pushed at: 27 days ago - Stars: 0 - Forks: 0

JPLeoRX/detectron2-publaynet

Trained Detectron2 object detection models for document layout analysis based on PubLayNet dataset

Language: Python - Size: 7.76 MB - Last synced at: about 2 hours ago - Pushed at: about 2 years ago - Stars: 48 - Forks: 7

JosephKJ/OWOD

(CVPR 2021 Oral) Open World Object Detection

Language: Python - Size: 3.62 MB - Last synced at: 28 days ago - Pushed at: over 2 years ago - Stars: 1,048 - Forks: 155

Quakumei/ppe-watcher

Deep CV for automatic personal protective equipment (PPE) wearing enforcement

Language: Python - Size: 64.2 MB - Last synced at: 23 days ago - Pushed at: 24 days ago - Stars: 0 - Forks: 1

yasserben/CLOUDS

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

Language: Python - Size: 1.42 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 68 - Forks: 2

hustvl/SparseInst

[CVPR 2022] SparseInst: Sparse Instance Activation for Real-Time Instance Segmentation

Language: Python - Size: 12.2 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 601 - Forks: 73

JDAI-CV/centerX

This repo is implemented based on detectron2 and centernet

Language: Python - Size: 191 KB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 558 - Forks: 86

hustvl/BMaskR-CNN

[ECCV 2020] Boundary-preserving Mask R-CNN

Language: Python - Size: 16.5 MB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 197 - Forks: 41

Kevalshah91/Aerial-Vehicle-Mapper

Aerial Vehicle Mapper is an AI-powered tool that detects and maps vehicles from aerial images using the Detectron2 deep learning framework. It enables geospatial mapping of detected vehicles for applications in urban planning, surveillance, disaster management, and more.

Language: Jupyter Notebook - Size: 10.9 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

qqlu/Entity

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

Language: Jupyter Notebook - Size: 41.7 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 1,015 - Forks: 60

Ikomia-dev/IkomiaApi

Deploy Computer Vision solutions with a few lines of code.

Language: Python - Size: 17 MB - Last synced at: 19 days ago - Pushed at: about 2 months ago - Stars: 234 - Forks: 13

toelt-llc/FlightScope_Bench

Officiel implementation of the paper "FlightScope: An Experimental Comparative Review of Aircraft Detection Algorithms in Satellite Imagery"

Language: Jupyter Notebook - Size: 681 MB - Last synced at: 27 days ago - Pushed at: 5 months ago - Stars: 33 - Forks: 1

JosephKJ/iOD

(TPAMI 2021) iOD: Incremental Object Detection via Meta-Learning

Language: Python - Size: 1.46 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 126 - Forks: 23

csuhan/opendet2

Official code of the paper "Expanding Low-Density Latent Regions for Open-Set Object Detection" (CVPR 2022)

Language: Python - Size: 782 KB - Last synced at: 2 days ago - Pushed at: about 3 years ago - Stars: 106 - Forks: 12

chongruo/detectron2-ResNeSt Fork of facebookresearch/detectron2

A fork of Detectron2 with ResNeSt backbone

Language: Python - Size: 2.21 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 389 - Forks: 74

bowenc0221/panoptic-deeplab

This is Pytorch re-implementation of our CVPR 2020 paper "Panoptic-DeepLab: A Simple, Strong, and Fast Baseline for Bottom-Up Panoptic Segmentation" (https://arxiv.org/abs/1911.10194)

Language: Python - Size: 2.67 MB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 599 - Forks: 117

monajemi-arman/breast_cancer_detection

AI Breast cancer detection using InBreast, CBIS-DDSM, MIAS mammography image datasets

Language: Python - Size: 689 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

isLinXu/vision-process-webui

💡💡💡awesome compute vision app in gradio

Language: Python - Size: 99.7 MB - Last synced at: 4 days ago - Pushed at: 12 months ago - Stars: 52 - Forks: 8

SEOYUNJE/Endoscope-Object-Detection

Gastroscopy & Colonoscopy Object Detection 1Stage, 2Stage Model with Detectron2, Yolo, EfficientDet

Language: Jupyter Notebook - Size: 107 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 1 - Forks: 0

PARKYUNSU/Fashion-U-Want-Virtual-Try-On

Fashion U Want : A High Resolution Virtual Try-On system leveraging deep learning to seamlessly visualize clothes on human models.

Language: Python - Size: 194 MB - Last synced at: about 1 month ago - Pushed at: 2 months ago - Stars: 1 - Forks: 2

drkocoglu/Video_Labeler

Video labeler for Training and Testing Computer Vision Models

Language: Python - Size: 110 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

conansherry/detectron2

detectron2 windows build

Language: Python - Size: 1.74 MB - Last synced at: about 2 months ago - Pushed at: almost 4 years ago - Stars: 225 - Forks: 55

sunwucheng/IDB_matrix_wear

Language: Jupyter Notebook - Size: 282 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

ayodejimichaeladedeji/Multi-Component-Food-Image-Segmentation

Evaluation of a Fine-tuned PointRend-enhanced Mask R-CNN architecture for multi-component food segmentation

Language: Jupyter Notebook - Size: 11.9 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

pvti/Detectron2DeepSortPlus

:v: Detection and tracking hand from FPV: benchmarks and challenges on rehabilitation exercises dataset

Language: Python - Size: 314 MB - Last synced at: 29 days ago - Pushed at: 11 months ago - Stars: 17 - Forks: 2

checolag/insect-detection-scripts

Detection models and Python scripts for insect detection on yellow sticky traps.

Language: Python - Size: 1.65 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

kr1shnasomani/TreeTracer

Detection of trees from aerial image using detectron2

Language: Python - Size: 398 KB - Last synced at: about 2 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 1

PrinceP/sturdy-eureka

Language: Jupyter Notebook - Size: 18.9 MB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 0

mrdbourke/airbnb-amenity-detection

Repo for 42 days project to replicate/improve Airbnb's amenity (object) detection pipeline.

Language: Jupyter Notebook - Size: 53 MB - Last synced at: 5 days ago - Pushed at: 8 months ago - Stars: 168 - Forks: 56

YuqingWang1029/CondInst

Conditional Convolutions for Instance Segmentation, achives 37.1mAP on coco val

Language: Python - Size: 2.64 MB - Last synced at: about 2 months ago - Pushed at: over 4 years ago - Stars: 141 - Forks: 15

GiovanniPasq/DA-Faster-RCNN

Detectron2 implementation of DA-Faster R-CNN, Domain Adaptive Faster R-CNN for Object Detection in the Wild

Language: Python - Size: 358 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 53 - Forks: 10

nhathout/AreYoutTrieulyPayingAttentionOrJustJoshingNoahmNotButHilarioIsNET

get detected.

Language: Jupyter Notebook - Size: 19.8 MB - Last synced at: 17 days ago - Pushed at: 3 months ago - Stars: 3 - Forks: 0

Programmer-RD-AI-Archive/Car-Object-Detection-V10-Learning-Detectron2-V2

Car-Object-Detection-V10-Learning-Detectron2-V2

Language: Jupyter Notebook - Size: 1.11 MB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

sandesh-01/Car_Damage_detection-

# Car Damage Detection using Detectron2 This project leverages **Detectron2**, a state-of-the-art object detection library, to detect car damages from images. The goal is to develop a model that can automatically identify and classify car damages, such as dents, scratches

Language: Jupyter Notebook - Size: 3.62 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

wolgwang1729/LungSegmentation

This repository contains code for segmenting lung CT scans using the VESSEL12 dataset. It includes scripts for data preprocessing, model training, and evaluation.

Language: Jupyter Notebook - Size: 30.3 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

shamiul5201/License_Plate_Detection

This project implements a vehicle registration plate detection system using Detectron2, a powerful object detection and segmentation framework built on PyTorch. The project involves training a model on a custom dataset to identify and localize registration plates in images.

Language: Jupyter Notebook - Size: 6.67 MB - Last synced at: 2 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

RATHOD-SHUBHAM/Detectron-2

Detectron2 is an open-source computer vision library by Facebook AI Research. It provides a flexible framework for training and deploying object detection models. Built on PyTorch, it offers modular components, efficient GPU utilization, and supports tasks like instance segmentation and keypoint detection.

Language: Jupyter Notebook - Size: 31.9 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

Team-Embeddia/Project-NotBoomVim

Provides system software and hardware to proactively prevent crowd fluidization and crowd collisions.

Language: Python - Size: 10.7 KB - Last synced at: 27 days ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

Faiga91/ViT-FlexibleHeads

Vision Transformers with Flexible Heads

Language: Python - Size: 135 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

YuqingWang1029/Yolact_fcos

YOLACT: Real-time Instance Segmentation on the FCOS detector (without bbox cropping), achives 35.2mAP on coco val

Language: Python - Size: 2.77 MB - Last synced at: about 2 months ago - Pushed at: almost 5 years ago - Stars: 89 - Forks: 19

SzaboGergely0419/Symmetry-Tracker

A General Tracking Framework for ML-based Time-Symmetric Tracking.

Language: Python - Size: 102 KB - Last synced at: 25 days ago - Pushed at: 25 days ago - Stars: 1 - Forks: 0

randombenj/detectron2onnx-inference

Export [detectron2](https://github.com/facebookresearch/detectron2) model to [onnx](https://github.com/onnx/onnx) and run inference using [caffe2 onnx backend](https://pytorch.org/tutorials/advanced/super_resolution_with_caffe2.html). This let's you run inference on a raspberry pi with acceptable inference times.

Language: Jupyter Notebook - Size: 11.7 MB - Last synced at: 26 days ago - Pushed at: about 4 years ago - Stars: 15 - Forks: 2

ravijo/detectron2_tutorial

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

Language: Python - Size: 407 KB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 4 - Forks: 0

mvlab-git/Broach-Inspector-Preview Fork of Kacper-Marciniak/TCM-Broach-Inspection-Public

Machine vision software for inspection of broach teeth with dedicated visualization and optimization modules

Size: 8.85 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

mvlab-git/Hob-Inspector-Preview Fork of Kacper-Marciniak/TCM-Hob-Inspection-Public

Machine vision software for inspection of gear hobbing tools with dedicated visualization modules.

Size: 635 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

Kacper-Marciniak/TCM-Broach-Inspection-Public

Machine vision software for inspection of broach teeth with dedicated visualization and optimization modules

Size: 8.91 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 1

vwkyc/detectron2-api

Detectron2 server API

Language: Python - Size: 22.5 KB - Last synced at: about 1 month ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

2MY-R/Ameoba-Feature-Extraction

This repository details my undergraduate research project investigating the use of AI in understanding cell behaviour

Language: Jupyter Notebook - Size: 2.15 MB - Last synced at: about 2 months ago - Pushed at: 5 months ago - Stars: 0 - 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: 5 months ago - Pushed at: over 2 years ago - Stars: 158 - Forks: 40

himalayaashish/Lumbar-Detection

The Lumbar Detection Project leverages advanced deep learning techniques to accurately identify and segment lumbar bones in medical imaging data. Using instance segmentation with the Mask R-CNN algorithm and semantic segmentation with the UNet architecture, the project aims to enhance diagnostic accuracy in spinal imaging.

Language: Jupyter Notebook - Size: 4.42 MB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

arpsn123/Dental-X-RAY-Image-Detection-and-Instance-Segmentation

This repository presents a comprehensive solution for teeth segmentation on dental X-ray images using the powerful Detectron2 framework. With the increasing demand for automated dental image analysis, accurate segmentation of teeth is crucial for various applications in dentistry, including diagnosis, treatment planning, and research.

Language: Jupyter Notebook - Size: 2.06 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 2 - Forks: 1

zafarRehan/DeepSortMask

Track your Instance Segmentation model predictions with DeepSortMask. This repository explains how to use deep_sort to track masked objects from MaskRCNN.

Language: Jupyter Notebook - Size: 23.7 MB - Last synced at: 29 days ago - Pushed at: over 2 years ago - Stars: 9 - Forks: 1

swiss-territorial-data-lab/object-detector

A suite of Python scripts allowing the end-user to use Deep Learning to detect objects in georeferenced raster images.

Language: Python - Size: 23.3 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 16 - Forks: 1

Jabonsote/Automatic-counting-of-epidermal-cells-with-Deep-Learning

Con este proyecto, se busca avanzar en el uso de modelos de Deep learning para la investigación en el campo de la botánica, ofreciendo una solución más eficaz y precisa para la medición de células epidérmicas.

Language: Jupyter Notebook - Size: 24.8 MB - Last synced at: 28 days ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 1

kadirnar/SAHI-Detectron

SAHIDET2: SAHI Kullanarak Yüksek Doğruluklu Nesne Tespit Uygulaması Yap!

Language: Python - Size: 2.38 MB - Last synced at: 2 months ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 2

modelai/ymir-executor-fork Fork of IndustryEssentials/ymir-executor

docker images for training, mining and infer for ymir

Language: Python - Size: 5.32 MB - Last synced at: 4 months ago - Pushed at: about 2 years ago - Stars: 10 - Forks: 5

andreihar/plane-segmenter

Detection and Segmentation of Planes

Language: Jupyter Notebook - Size: 7.13 MB - Last synced at: 2 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

JPLeoRX/license-plate-detection

A very practical guide to build your first object detection model, jump from rough idea to proof-of-concept in one day

Language: Python - Size: 210 MB - Last synced at: about 2 hours ago - Pushed at: about 3 years ago - Stars: 6 - Forks: 1

skp-1997/DeepDishTracker

The objective is to count the plates using object detection and object tracking.

Language: Python - Size: 19.5 KB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

the0807/Autonomous-Driving-Model

🚘 Object Detection and Semantic Segmentation for Autonomous Driving

Language: Jupyter Notebook - Size: 61.5 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0

itsArnavPrasad/Drone_Detector_Detectron2

Drone Detection Project made with Detectron2

Language: Python - Size: 117 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

adnankarol/Automated-License-Plate-Recognition

A Repository to Train a Custom Detectron2 based object detector for Car License Plate Detection

Language: Jupyter Notebook - Size: 2.84 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

chandra-ps612/Pothole_Detection_Model

Computer Vision and Deep Learning

Language: Jupyter Notebook - Size: 4.13 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

chandra-ps612/Car_Damage_Instance_Segmentation_Model

Computer Vision and Deep Learning

Language: Jupyter Notebook - Size: 5.27 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 10 - Forks: 7

youngwanLEE/centermask2

[CVPR 2020] CenterMask : Real-time Anchor-Free Instance Segmentation

Language: Python - Size: 109 KB - Last synced at: 9 months ago - Pushed at: over 3 years ago - Stars: 774 - Forks: 159

octavioismael-fer/Detectron2-InstanceSegmentation

Este proyecto sirve para detectar y segmentar "tribunas" de partidos de futbol, con el fin de mejorar el análisis del juego.

Language: Python - Size: 1.88 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

Jsnnmsc/Fashion-visualizer

This is a Fashion-visualizer based on finetuned detectron2 model with iMaterialist FGVC7 dataset

Language: Python - Size: 372 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

vincrichard/EfficientPS

Implementation of EfficientPS paper for Panoptic segmentation

Language: Python - Size: 87.9 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 16 - Forks: 4

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: 10 months ago - Pushed at: over 4 years ago - Stars: 189 - Forks: 13

OmJavia/Mars_Terrain_Classification

Mars Terrain Classification Using Machine Learning

Language: Jupyter Notebook - Size: 48.8 MB - Last synced at: about 2 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

john-fante/my-deep-learning-projects

My Deep Learning Projects (Classification, Segmentation, Object Detection, NLP, Deep Multiple Instance Learning)

Language: Jupyter Notebook - Size: 114 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

Sathwikreddy121/Object-Detection-and-Size-Estimation

This project uses image processing to measure the size and distance of objects, focusing on veggies without physical contact. It integrates AI and IT to improve agricultural efficiency. The use of modified Canny edge detection and Multiscale Faster-NN algorithms enables real-time measurement and flaw identification.

Language: Jupyter Notebook - Size: 18.6 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0