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Search results for detectron2

81 search results found

Layout Parser ⭐ 4,107

A Unified Toolkit for Deep Learning Based Document Image Analysis

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

(CVPR 2021 Oral) Open World Object Detection

Centermask2 ⭐ 673

CenterMask : Real-time Anchor-Free Instance Segmentation, in CVPR 2020

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

Sparseinst ⭐ 536

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

Deep Occlusion-Aware Instance Segmentation with Overlapping BiLayers [CVPR 2021]

Centerx ⭐ 430

This repo is implemented based on detectron2 and centernet

Detectron2 Resnest ⭐ 385

A fork of Detectron2 with ResNeSt backbone

Panoptic Deeplab ⭐ 333

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)

Vovnet Detectron2 ⭐ 300

VoVNet backbone networks for detectron2, in CVPR 2020

Gdr Net ⭐ 215

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

Bottom Up Attention.pytorch ⭐ 207

A PyTorch reimplementation of bottom-up-attention models

Detectron2_backbone ⭐ 193

detectron2 backbone: resnet18, efficientnet, hrnet, mobilenet v2, resnest, bifpn

Ikomiaapi ⭐ 191

Deploy Computer Vision solutions with a few lines of code.

Pointrend Pytorch ⭐ 158

A PyTorch implementation of PointRend: Image Segmentation as Rendering

MPViT:Multi-Path Vision Transformer for Dense Prediction in CVPR 2022

Object Detection And Image Segmentation With Detectron2 ⭐ 131

Object Detection and Image Segmentation with Detectron2

Detectron2 ⭐ 130

Detectron2 for Document Layout Analysis

Instanceshadowdetection ⭐ 129

Instance Shadow Detection (CVPR 2020)

Detectree2 ⭐ 118

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

Airbnb Amenity Detection ⭐ 104

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

Condinst ⭐ 93

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

Detectron2 ⭐ 88

detectron2 windows build

Libonvif ⭐ 87

Onvif library with GUI implementation and built in AI models

Ship Detection On Remote Sensing Synthetic Aperture Radar Data ⭐ 86

Maritime vessel detection from remote sensing SAR data, based on the architectures of the Faster-RCNN and YOLOv5 networks.

Bmaskr Cnn ⭐ 81

Boundary-preserving Mask R-CNN (ECCV 2020)

Detectron2 Train A Instance Segmentation Model ⭐ 67

Learn how to train a custom instance segmentation model with Detectron2

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

Da Retinanet ⭐ 58

Official Detectron2 implementation of DA-RetinaNet of our Image and Vision Computing 2021 work 'An unsupervised domain adaptation scheme for single-stage artwork recognition in cultural sites'

Retinaface_detectron2 ⭐ 57

Face Detection Based on Detectron2

Ai Background Remove ⭐ 52

Cut out objects and remove backgrounds from pictures with artificial intelligence

Food Recognition Benchmark Starter Kit ⭐ 51

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

Yet Another Anime Segmenter ⭐ 48

Instance segmentation for anime characters based on CondInst and SOLOv2

Official code of ECCV 2020 paper "GSNet: Joint Vehicle Pose and Shape Reconstruction with Geometrical and Scene-aware Supervision". GSNet performs joint vehicle pose estimation and vehicle shape reconstruction with single RGB image as input.

Detectron2 Pipeline ⭐ 41

Modular image processing pipeline using OpenCV and Python generators powered by Detectron2.

Matching Guided Distillation (ECCV 2020)

Yolact_fcos ⭐ 38

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

Da Faster Rcnn ⭐ 35

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

Detectron2_timm ⭐ 33

A simple wrapper library for binding timm models as detectron2 backbones

Centernet Better Plus ⭐ 31

Neural Re Rendering Of Humans From A Single Image ⭐ 31

Pytorch implementation of the paper, Neural re-rendering of humans from a single image.

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

Opendet2 ⭐ 28

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

Stmda Retinanet ⭐ 26

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

Detectron2 Publaynet ⭐ 24

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

Baskettracking ⭐ 24

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

Indoor Pet Detection ⭐ 22

A demo project for indoor pet detection using Unity generated synthetic data.

Ainized Detectron2 ⭐ 22

api server for detectron2

Detectron2 Licenseplates ⭐ 21

Train license plates detection model using Detectron2

Maskscoring_rcnn.detectron2 ⭐ 20

Mask Scoring R-CNN Detectron2 ver.

Detectron2 ⭐ 18

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

Hjdataset ⭐ 15

A Large Dataset of Historical Japanese Documents with Complex Layouts

Wildfire Smoke Detection ⭐ 15

Convolutional neural network model based on the architecture of the Faster-RCNN for wildfire smoke detection.

Nto Ai Text Recognition ⭐ 15

Optical Character Recognition + Instance Segmentation for russian and english languages

H2fa_r Cnn ⭐ 14

H2FA R-CNN: Holistic and Hierarchical Feature Alignment for Cross-domain Weakly Supervised Object Detection, in CVPR 2022

Official Implementation of Collaborating Foundation models for Domain Generalized Semantic Segmentation

Customized bot with langchain and gpt4

Vision Process Webui ⭐ 12

💡💡💡awesome compute vision app in gradio

A PyTorch implementation of DANet based on CVPR 2019 paper "Dual Attention Network for Scene Segmentation"

Efficientps ⭐ 12

Implementation of EfficientPS paper for Panoptic segmentation

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

Amodal Instance Segmentation Toolbox and Benchmark

Chabcnet ⭐ 10

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

Epic_kitchens_object_detector_detectron ⭐ 9

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

Car_damage_instance_segmentation_model ⭐ 9

Computer Vision

Nn Illumination Estimation Fpm ⭐ 9

Accompanying code for the paper "Object Detection Neural Network Improves Fourier Ptychographic Reconstruction"

Synthetic traffic sign detectron

Fruit Detection In Orchards ⭐ 8

Fruit Detection and Counting Model research for Yield mapping and Robotic harvesting

Handwritten Text Detection Detectron2 ⭐ 8

Handwritten text detection in document images using Detectron2

A PyTorch implementation of EMANet based on ICCV 2019 paper "Expectation-Maximization Attention Networks for Semantic Segmentation"

Facemask Recognition ⭐ 7

此一project是由清华大学医学院的姚非凡与郑家瀚共同开发完成，这里运用了三个目标检测模型，来找到这一readme.md文件是为了帮助使用者如何正确使用我们的code。我们使用FasterRCNN可

Faster_rcnn_sku110 ⭐ 7

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

Detectron2 ⭐ 7

Detectron is Facebook AI Research’s (FAIR) software system that implements state-of-the-art object detection algorithms, including Mask R-CNN. It is written in Python and powered by the Caffe2 deep learning framework. Detectron model is meant to advance object detection by offering speedy training and addressing the issues companies face when making the step from research to production.

Detectron2deepsortplus ⭐ 7

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

Marine Objectdetection And Instancesegmentation Using Detectron2 Developing Our Own Training Weights ⭐ 7

Nautical Object Detection using Detectron2 for Instance Segmentation Trained on Nautical Objects (buoys, ships and land).

Res2net Detectron2 ⭐ 7

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

Efficient_net_v2 ⭐ 5

Pytorch implementation of efficientnet v2 backbone with detectron2 for object detection (Just for fun)

Enhanced_detectron2 ⭐ 5

This repository based on detectron2 will implement popular layers and models and deploy them with tensorrt

Graphonomy Panoptic ⭐ 5

Implementation of panoptic segmentation part in Graphonomy: Universal Image Parsing via Graph Reasoning and Transfer

Large Scale Object Detection With Sahi Detectron2 ⭐ 5

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