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Projects in Awesome Lists tagged with detectron2

A curated list of projects in awesome lists tagged with detectron2 .

https://github.com/youngwanLEE/centermask2

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

anchor-free centermask cvpr2020 detectron2 instance-segmentation object-detection pytorch real-time vovnet vovnetv2

Last synced: 14 Mar 2025

https://github.com/hustvl/sparseinst

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

detectron2 instance-segmentation object-detection panoptic-segmentation real-time

Last synced: 04 Apr 2025

https://github.com/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)

bottom-up cityscapes cvpr2020 deeplab detectron2 instance-segmentation panoptic-segmentation pytorch semantic-segmentation sementation

Last synced: 04 Apr 2025

https://github.com/jdai-cv/centerx

This repo is implemented based on detectron2 and centernet

caffe centernet centerx deep-learning detectron2 fast-reid object-detection onnx tensorrt

Last synced: 05 Apr 2025

https://github.com/JDAI-CV/centerX

This repo is implemented based on detectron2 and centernet

caffe centernet centerx deep-learning detectron2 fast-reid object-detection onnx tensorrt

Last synced: 19 Jul 2025

https://github.com/conansherry/detectron2

detectron2 windows build

conda detectron2 visual-studio vs win windows

Last synced: 20 Mar 2025

https://github.com/THU-DA-6D-Pose-Group/GDR-Net

GDR-Net: Geometry-Guided Direct Regression Network for Monocular 6D Object Pose Estimation. (CVPR 2021)

6d-pose-estimation detectron2 mmcv

Last synced: 23 Jun 2026

https://github.com/PatBall1/detectree2

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

deep-learning detectron2 python pytorch

Last synced: 07 May 2025

https://github.com/patball1/detectree2

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

deep-learning detectron2 python pytorch

Last synced: 16 May 2025

https://github.com/mrdbourke/airbnb-amenity-detection

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

airbnb-amenity-detection computer-vision deep-learning detectron2 machine-learning machine-learning-project object-detection

Last synced: 09 Apr 2025

https://github.com/josephkj/iod

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

continual-learning detectron2 incremental-learning meta-learning object-detection pami-2021 tpami

Last synced: 26 Mar 2025

https://github.com/csuhan/opendet2

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

cvpr2022 detectron2 object-detection open-set-object-detection

Last synced: 08 May 2025

https://github.com/fpv-iplab/da-retinanet

Official Detectron2 implementation of DA-RetinaNet, An unsupervised domain adaptation scheme for single-stage artwork recognition in cultural sites, Image and Vision Computing (IMAVIS) 2021

cityscapes cityscapes-dataset coco-annotations cyclegan da-retinanet detectron2 domain-adaptation domain-adaptation-object-detection foggy-cityscapes google-colab object-detection pascal-voc retinanet unsupervised-domain-adaptation

Last synced: 14 Jan 2026

https://github.com/yasserben/CLOUDS

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

deep-learning detectron2 domain-adaptation domain-generalization foundation-models mask2former semantic-segmentation transformer

Last synced: 24 Jul 2025

https://github.com/res2net/res2net-detectron2

Res2Net for Panoptic Segmentation based on detectron2 (SOTA results).

detectron2 multi-scale panoptic res2net segmentation sota

Last synced: 18 Oct 2025

https://github.com/yizhe-ang/detectron2-1

Implements Adversarial Examples for Semantic Segmentation and Object Detection, using PyTorch and Detectron2

adversarial-attacks adversarial-examples adversarial-machine-learning detectron detectron2 object-detection pytorch segmentation

Last synced: 12 May 2025

https://github.com/lastdefiance20/tryyours-virtual-try-on

Virtual Try On site using HR-VITON. Anyone can try it using their own Image with clothes image.

detectron2 gans graphonomy hr-viton posenet virtual-try-on virtual-tryon-ecommerce

Last synced: 25 Jun 2025

https://github.com/toelt-llc/flightscope_bench

Officiel implementation of the paper " FlightScope: A Deep Comprehensive Assessment of Aircraft Detection Algorithms in Satellite Imagery "

aerial-imagery aircraft airplane centernet cnn deep-learning detection detectron2 detr faster-rcnn localization mmdetection remote-sensing retinanet rtmdet satellite-imagery ssd transformer yolov5 yolov8

Last synced: 13 Apr 2025

https://github.com/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.

caffe2 detectron2 detectron2-inference onnx raspberry-pi

Last synced: 14 Apr 2025

https://github.com/eurus-holmes/chabcnet

[CHABCNet] ABCNet on the Chinese dataset, building on Detectron2 (Facebook AI Research)

chinese-dataset detectron2 icdar2019 rects text-detection-recognition text-spotting

Last synced: 02 May 2025

https://github.com/zafarrehan/deepsortmask

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

coco deepsort detectron2 instance-segmentation kalman-filter mask-rcnn mask-rcnn-models semantic-segmentation tracking

Last synced: 11 Apr 2025

https://github.com/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.

biology cells classification deep-learning deep-neural-networks detectron2 epidermal plants python pytorch resnet-50 tensorflow2

Last synced: 17 Mar 2026

https://github.com/rajdeep2804/automated_invoice_processing

The number of types of physical documents being digitized is on the increase. Medical bills, bank documents and personal documents are examples of such documents. Objective of this repo is to implement and understand such use cases with an example of extracting text information from invoice receipts.

automation computer-vision detectron2 digitalization image-processing image-segmentation maskrcnn ocr opencv-python polygon python3 pytorch tesseract-ocr text-extraction

Last synced: 05 Oct 2025

https://github.com/a-nau/image-selection-and-cnn-training

Preprocessing of scraped image data (background removal, cropping, ...) and training and evaluation pipeline for a simple CNN using Detectron2.

background-removal cnn detectron2 instance-segmentation

Last synced: 06 Mar 2026

https://github.com/ravijo/detectron2_tutorial

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

ai aimodel cnn detectron2 facebookai facebookairesearch instance-segmentation mask-rcnn maskrcnn object-detection python3 pytorch

Last synced: 15 Oct 2025

https://github.com/skp-1997/deepdishtracker

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

deep-learning detectron2 fater-rcnn object-counting object-detection python tracking-algorithm

Last synced: 14 Jun 2026

https://github.com/davamix/cats-localization

Instance segmentation using Detectron 2

cats custom-dataset detectron2 instance-segmentation

Last synced: 14 Mar 2025

https://github.com/devanshu-17/ai-home-decor

Welcome to the AI House Decor System, a revolutionary new way to decorate your home! Our system uses advanced artificial intelligence algorithms to suggest decor ideas that suit your taste and style. With just a few clicks, you can transform your home into a stylish and comfortable space that reflects your personality.

detectron2 hackathon image-segmentation openapi

Last synced: 30 Apr 2026

https://github.com/vuuuuk/pointnet-detectron2-training

PointNet training with custom Intel RealSense L515 dataset, Detectron2 training with custom Roboflow dataset

detectron2 google-colaboratory jupyter-notebooks keras lidar-point-cloud open3d pointnet python3 realsense2 roboflow tensorflow

Last synced: 21 Jan 2026

https://github.com/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.

coco-dataset computer-vision computer-vision-library cuda deep-learning detectron2 faster-rcnn gpu-accelerated machine-learning ml-framework object-detection object-recognition python3 pytorch retinanet

Last synced: 10 Jun 2025

https://github.com/kadirnar/sahi-detectron

SAHIDET2: SAHI Kullanarak Yüksek Doğruluklu Nesne Tespit Uygulaması Yap!

deep-learning detectron2 object-detection pytorch

Last synced: 18 May 2026

https://github.com/akhilsharmaa/using-pretrained-detectron2

Implementation of Detectron2 Pretrained-MODEL. Detectron2 is Facebook AI Research's next generation library that provides state-of-the-art detection and segmentation algorithms.

computer-vision deep-learning detectron2

Last synced: 22 Mar 2025

https://github.com/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.

coco-dataset computer-vision computer-vision-library cuda deep-learning detectron2 faster-rcnn gpu-accelerated machine-learning ml-framework object-detection object-recognition python3 pytorch retinanet

Last synced: 04 May 2025

https://github.com/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.

autonomous-vehicles deep-learning detection detectron2 object-detection python3

Last synced: 20 May 2026

https://github.com/kr1shnasomani/treetracer

Detection of trees from aerial image using detectron2

computer-vision deep-learning detectron2 neural-network numpy opencv pypi pytorch

Last synced: 05 Mar 2025

https://github.com/davamix/balloon-detectron2

Sample detector with Detectron2

detectron2 sample

Last synced: 29 Jul 2025

https://github.com/programmer-rd-ai/object-detection-framework

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.

coco-dataset computer-vision computer-vision-library cuda deep-learning detectron2 faster-rcnn gpu-accelerated machine-learning ml-framework object-detection object-recognition python3 pytorch retinanet

Last synced: 24 Sep 2025

https://github.com/ziadea/smartwebscraper-cv

SmartWebScraper-CV – AI-Powered Web Page Zone Detection SmartWebScraper-CV est un projet avancé en Computer Vision et NLP qui combine le scraping visuel de pages web, la détection automatique de zones (comme les headers, footers, ads, contenus, etc.), l’OCR, et un module NLP interactif ainsi que l integration de 2 LLM mistral et gemini.

ai annotations application computer-vision detectron2 gemini mistral nlp ocr ollama padde paddelocr roboflow roboflow-dataset spacy web web-application web-scraping workflow

Last synced: 15 Mar 2026

https://github.com/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.

deep-learning deeplabv3plus detectron2 graphonomy hr-viton openpose python u2net

Last synced: 01 Mar 2026

https://github.com/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.

computer-vision detectron2 object-detection tensorflow tensorflow2

Last synced: 02 May 2026

https://github.com/team-embeddia/project-notboomvim

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

ai detectron2 hailo hailo-ai hailo8l opencv opencv-python python raspberry-pi raspberry-pi-camera tensorflow yolov8x

Last synced: 04 May 2026

https://github.com/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.

coco-api detectron2 object-detection python pytorch

Last synced: 16 Apr 2026

https://github.com/omjavia/mars_terrain_classification

Mars Terrain Classification Using Machine Learning

detectron2 labelme

Last synced: 14 Mar 2025

https://github.com/giacomolat/object-detection-sperimental-thesis-for-degree

In this repository is my experimental thesis work on the recognition of museum works through object detection techniques.

convolutional-neural-networks detectron2 jupyter-notebook machine-learning neural-networks object-detection python pytorch rcnn rcnn-model scikit-learn

Last synced: 18 Apr 2026

https://github.com/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.

detectron2 python segmentation vessel12

Last synced: 29 Apr 2026

https://github.com/shallowmanica/doc-layout-parser

A layout analysis pipeline using Detectron2 + Label Studio for extracting based on Fast R-CNN and annotating sections like abstract, table, figure, and references from academic PDFs

detectron2 fastrcnn labelstudio layoutparser parameter-tuning parsing pytorch

Last synced: 02 Feb 2026

https://github.com/2my-r/ameoba-feature-extraction

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

detectron2 image-processing machine-learning-algorithms machine-vision prediction research-project scipy segmentation

Last synced: 08 May 2026

https://github.com/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.

aerial-imagery computer-vision detectron2 geospatial-mapping remote-sensing satellite-imagery urban-planning

Last synced: 09 Apr 2025