detectron2

There are 346 repositories under detectron2 topic.

  • CenterNet-better-plus

    centernet

    Language:Python74

  • CLOUDS

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

    Language:Python70
  • food-recognition-benchmark-starter-kit

    food-recognition-benchmark-starter-kit

    This repository is the main Food Recognition Benchmark template and Starter kit. Clone the repository to compete now!

    Language:Jupyter Notebook69

  • BasketTracking

    Basketball 🏀 action tracking and understanding using classical computer vision approaches and deep learning.

    Language:Python66

  • 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

    Language:Python65

  • mgd

    PyTorch Implementation of Matching Guided Distillation [ECCV'20]

    Language:Python64

  • DA-Faster-RCNN

    Detectron2 implementation of DA-Faster R-CNN, Domain Adaptive Faster R-CNN for Object Detection in the Wild, Computer Vision and Pattern Recognition (CVPR) 2018

    Language:Python59

  • Retinaface_Detectron2

    Face Detection Based on Detectron2

    Language:C++59

  • vision-process-webui

    💡💡💡awesome compute vision app in gradio

    Language:Python54

  • annolid

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

    Language:Jupyter Notebook51

  • detectron2-1

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

    Language:Jupyter Notebook51

  • detectron2-publaynet

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

    Language:Python50

  • detectron2_timm

    A simple wrapper library for binding timm models as detectron2 backbones

    Language:Jupyter Notebook43

  • detectron2-licenseplates

    Train license plates detection model using Detectron2

    Language:Python40

  • faster_rcnn_sku110

    VoVNet, MobileNet, ShuffleNet, HarDNet, GhostNet, EfficientNet backbone networks and SKU-110K dataset for detectron2

    Language:Python39

  • FlightScope_Bench

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

    Language:Jupyter Notebook36

  • detectron2

    Detectron2 is FAIR's next-generation research platform for object detection and segmentation.

    Language:Python35

  • binary-to-coco-json-converter

    Convert segmentation binary mask images to COCO JSON format.

    Language:Python34

  • Annotation-Converters

    This Repo covers all formats of annotations for Object Detection and can easily convert from one form to another using attached scripts

    Language:Python34

  • HJDataset

    A Large Dataset of Historical Japanese Documents with Complex Layouts

    Language:Jupyter Notebook34

  • one-click-dense-pose

    One Click Dense Pose Video with just One click

    Language:Python33

  • CLAD

    Implementation of CLAD: A Continual Learning benchmark for Autonomous Driving. A continual classification and detectin track. Provides pure PyTorch, Avalanche and Detectron2 implementations.

    Language:Python33

  • Segmentation-of-web-UI-elements-with-Detectron2

    Detectron2 Webserver (Faster-RCNN) implementation for Ubuntu 20.04. Real time object detection served over the internet.

    Language:Python33

  • Res2Net-detectron2

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

    Language:Python33

  • nto-ai-text-recognition

    Optical Character Recognition + Instance Segmentation for russian and english languages

    Language:Jupyter Notebook30

  • STMDA-RetinaNet

    Official Detectron2 implementation of STMDA-RetinaNet, A Multi Camera Unsupervised Domain Adaptation Pipeline for Object Detection in Cultural Sites through Adversarial Learning and Self-Training, Computer Vision and Image Understanding (CVIU) 2022

    Language:Python30

  • H2FA_R-CNN

    [CVPR 2022] official repo of "H2FA R-CNN: Holistic and Hierarchical Feature Alignment for Cross-domain Weakly Supervised Object Detection"

    Language:Python29

  • amazon-sagemaker-pytorch-detectron2

    This repository shows how to train an object detection algorithm with Detectron2 on Amazon SageMaker

    Language:Python29

  • publaynet-models

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

    Language:Python28

  • beyond-map

    [CVPR 2023 Highlight] Beyond mAP: Towards better evaluation of instance segmentation

    Language:Jupyter Notebook27

  • car-damage-detection

    Detectron2 for car damage detection using custom dataset

    Language:Jupyter Notebook27

  • aistron

    Amodal Instance Segmentation Toolbox and Benchmark

    Language:Python26

  • ainized-detectron2

    api server for detectron2

    Language:Python25

  • PID-detection

    P&ID detection using Detectron 2 and classification with EDA for P&ID diagram.

    Language:Jupyter Notebook24

  • Epic_Kitchens_Object_Detector_Detectron

    Epic Kitchens Object Detector and Feature Extractor using Faster-RCNN with Detectron2

    Language:Python23

  • clothing_instance_segmentation

    A supervised Deep Learning approach to clothing instance segmentation with Mask R-CNN

    Language:Jupyter Notebook22