Projects in Awesome Lists tagged with detectron2

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

A Unified Toolkit for Deep Learning Based Document Image Analysis

computer-vision deep-learning detectron2 document-image-processing document-layout-analysis layout-analysis layout-detection layout-parser object-detection ocr

Last synced: 16 Dec 2024

https://github.com/Layout-Parser/layout-parser

A Unified Toolkit for Deep Learning Based Document Image Analysis

computer-vision deep-learning detectron2 document-image-processing document-layout-analysis layout-analysis layout-detection layout-parser object-detection ocr

Last synced: 26 Oct 2024

https://github.com/obss/sahi

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

coco computer-vision deep-learning detectron2 explainable-ai fiftyone huggingface instance-segmentation large-image machine-learning merge mmdetection object-detection python pytorch remote-sensing satellite small-object-detection tiling yolov5

Last synced: 16 Dec 2024

https://github.com/josephkj/owod

(CVPR 2021 Oral) Open World Object Detection

continual-learning contrastive-learning cvpr cvpr2021 detectron2 energy-based-model incremental-learning object-detection open-world

Last synced: 16 Dec 2024

https://github.com/JosephKJ/OWOD

(CVPR 2021 Oral) Open World Object Detection

continual-learning contrastive-learning cvpr cvpr2021 detectron2 energy-based-model incremental-learning object-detection open-world

Last synced: 28 Nov 2024

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: 26 Oct 2024

https://github.com/qqlu/Entity

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

cnn computer-vision condinst deep-learning detectron2 fcos image-segmentation instance-segmentation object-detection panoptic-segmentation pretrained-models pretrained-weights pretraining pytorch segmentation semantic-segmentation

Last synced: 31 Oct 2024

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: 21 Dec 2024

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: 21 Dec 2024

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: 27 Nov 2024

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: 15 Dec 2024

https://github.com/ikomia-dev/ikomiaapi

Deploy Computer Vision solutions with a few lines of code.

computer-vision computer-vision-ai computer-vision-algorithms computer-vision-opencv computer-vision-tools computervision deep-learning detectron2 human-pose-estimation image-processing machine-learning object-detection opencv openmmlab pose-estimation python pytorch tensorflow yolo

Last synced: 21 Dec 2024

https://github.com/Ikomia-dev/IkomiaApi

Deploy Computer Vision solutions with a few lines of code.

computer-vision computer-vision-ai computer-vision-algorithms computer-vision-opencv computer-vision-tools computervision deep-learning detectron2 human-pose-estimation image-processing machine-learning object-detection opencv openmmlab pose-estimation python pytorch tensorflow yolo

Last synced: 09 Nov 2024

https://github.com/conansherry/detectron2

detectron2 windows build

conda detectron2 visual-studio vs win windows

Last synced: 28 Oct 2024

https://github.com/hustvl/bmaskr-cnn

[ECCV 2020] Boundary-preserving Mask R-CNN

boundary-detection detectron detectron2 faster-rcnn instance-segmentation mask-rcnn maskrcnn mscoco object-detection

Last synced: 19 Dec 2024

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: 15 Dec 2024

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: 20 Dec 2024

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: 14 Nov 2024

https://github.com/TannerGilbert/Object-Detection-and-Image-Segmentation-with-Detectron2

Object Detection and Image Segmentation with Detectron2

detectron2 detectron2-inference instance-segmentation object-detection

Last synced: 27 Nov 2024

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: 29 Oct 2024

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: 15 Nov 2024

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: 30 Nov 2024

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: 02 Nov 2024

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: 07 Nov 2024

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: 12 Nov 2024

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: 15 Oct 2024

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: 06 Nov 2024

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: 25 Nov 2024

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: 06 Nov 2024

https://github.com/prakharjadaun/spotted-in-motion-real-time-leopard-segmentation

A real-time application to monitor leopard in urban or rural areas.

cspdarknet53 detectron2 image-segmentation leopard-detection mask-rcnn yolov8-segmentation

Last synced: 17 Nov 2024

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: 07 Nov 2024

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: 05 Nov 2024

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

SAHIDET2: SAHI Kullanarak Yüksek Doğruluklu Nesne Tespit Uygulaması Yap!

deep-learning detectron2 object-detection pytorch

Last synced: 15 Nov 2024

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: 29 Nov 2024

https://github.com/andreihar/plane-segmenter

Detection and Segmentation of Planes

aerial-imagery detectron2 instance-segmentation object-detection resnet semantic-segmentation

Last synced: 11 Nov 2024

https://github.com/programmer-rd-ai/car-object-detection-v10-learning-detectron2-v2

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

ai detectron detectron2 dl ml object-detection programming python python3 pytorch

Last synced: 13 Nov 2024

https://github.com/vwkyc/detectron2-api

Detectron2 API with client sample code

api cpu-inference-api cuda detectron2 flask gunicorn self-hosted

Last synced: 10 Dec 2024

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