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186 search results found

Yolov5 ⭐ 44,755

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

Mask_rcnn ⭐ 23,745

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

Detr ⭐ 12,391

End-to-End Object Detection with Transformers

Yolov3 ⭐ 9,865

YOLOv3 in PyTorch > ONNX > CoreML > TFLite

Supervision ⭐ 9,320

We write your reusable computer vision tools. 💜

Nanodet ⭐ 5,416

NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥

Ssd.pytorch ⭐ 4,507

A PyTorch Implementation of Single Shot MultiBox Detector

Tensorflow Yolov3 ⭐ 3,596

🔥 TensorFlow Code for technical report: "YOLOv3: An Incremental Improvement"

Tf Faster Rcnn ⭐ 3,595

Tensorflow Faster RCNN for Object Detection

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

Adelaidet ⭐ 3,275

AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.

FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19)

Centernet ⭐ 1,778

Codes for our paper "CenterNet: Keypoint Triplets for Object Detection" .

Object Detection And Tracking ⭐ 1,614

Object Detection and Multi-Object Tracking

Darknet_ros ⭐ 1,610

YOLO ROS: Real-Time Object Detection for ROS

Yolov4 Pytorch ⭐ 1,572

This is a pytorch repository of YOLOv4, attentive YOLOv4 and mobilenet YOLOv4 with PASCAL VOC and COCO

Efficientdet Pytorch ⭐ 1,482

A PyTorch impl of EfficientDet faithful to the original Google impl w/ ported weights

Efficientdet.pytorch ⭐ 1,408

Implementation EfficientDet: Scalable and Efficient Object Detection in PyTorch

Yolov3_tensorflow ⭐ 1,392

Complete YOLO v3 TensorFlow implementation. Support training on your own dataset.

Refinedet ⭐ 1,345

Single-Shot Refinement Neural Network for Object Detection, CVPR, 2018

Official Repository for "Mish: A Self Regularized Non-Monotonic Neural Activation Function" [BMVC 2020]

Sparser Cnn ⭐ 1,242

[CVPR2021] End-to-End Object Detection with Learnable Proposal

Torchdistill ⭐ 1,171

A coding-free framework built on PyTorch for reproducible deep learning studies. 🏆22 knowledge distillation methods presented at CVPR, ICLR, ECCV, NeurIPS, ICCV, etc are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.

Centernet2 ⭐ 1,116

Two-stage CenterNet

Panet ⭐ 1,054

PANet for Instance Segmentation and Object Detection

Relation Networks For Object Detection ⭐ 911

Relation Networks for Object Detection

Extremenet ⭐ 885

Bottom-up Object Detection by Grouping Extreme and Center Points

Cascade Rcnn ⭐ 866

Caffe implementation of multiple popular object detection frameworks

Retinanet Examples ⭐ 727

Fast and accurate object detection with end-to-end GPU optimization

DSOD: Learning Deeply Supervised Object Detectors from Scratch. In ICCV 2017.

Fpn.pytorch ⭐ 672

Pytorch implementation of Feature Pyramid Network (FPN) for Object Detection

Freeanchor ⭐ 623

FreeAnchor: Learning to Match Anchors for Visual Object Detection (NeurIPS 2019)

Efficientdet ⭐ 598

(Pretrained weights provided) EfficientDet: Scalable and Efficient Object Detection implementation by Signatrix GmbH

Detectorch ⭐ 567

Detectorch - detectron for PyTorch

Myvision ⭐ 547

Computer vision based ML training data generation tool 🚀

Fastervit ⭐ 539

[ICLR 2024] Official PyTorch implementation of FasterViT: Fast Vision Transformers with Hierarchical Attention

Mmdetection Annotated ⭐ 522

mmdetection源码注释

🌮 Trash Annotations in Context Dataset Toolkit

A General Toolbox for Identifying Object Detection Errors

Centerx ⭐ 430

This repo is implemented based on detectron2 and centernet

Official Pytorch implementation of ReXNet (Rank eXpansion Network) with pretrained models

[ICML 2023] Official PyTorch implementation of Global Context Vision Transformers

Kaggle Imaterialist ⭐ 406

The First Place Solution of Kaggle iMaterialist (Fashion) 2019 at FGVC6

Object detection on multiple datasets with an automatically learned unified label space.

Universenet ⭐ 392

USB: Universal-Scale Object Detection Benchmark (BMVC 2022)

Official PyTorch implementation of Fully Attentional Networks

One Shot Object Detection ⭐ 380

Implementation of One-Shot Object Detection with Co-Attention and Co-Excitation in Pytorch

Foveabox ⭐ 371

FoveaBox: Beyond Anchor-based Object Detector

Object_detection_tracking ⭐ 348

Out-of-the-box code and models for CMU's object detection and tracking system for multi-camera surveillance videos. Speed optimized Faster-RCNN model. Tensorflow based. Also supports EfficientDet. WACVW'20

Yolo V2 Pytorch ⭐ 348

YOLO for object detection tasks

Distance-IoU Loss: Faster and Better Learning for Bounding Box Regression (AAAI 2020)

Vovnet Detectron2 ⭐ 300

VoVNet backbone networks for detectron2, in CVPR 2020

Retinanet ⭐ 283

An implementation of RetinaNet in PyTorch.

Pylabel ⭐ 277

Python library for computer vision labeling tasks. The core functionality is to translate bounding box annotations between different formats-for example, from coco to yolo.

Yolov5 Pip ⭐ 273

Packaged version of ultralytics/yolov5 + many extra features

implement for paper: "RDSNet: A New Deep Architecture for Reciprocal Object Detection and Instance Segmentation"

Deformable Convnets ⭐ 242

Deformable Convolutional Networks + MST + Soft-NMS

Siamese Mask Rcnn ⭐ 202

Siamese Mask R-CNN model for one-shot instance segmentation

Yolo Tf ⭐ 201

TensorFlow implementation of the YOLO (You Only Look Once)

Refinedet.pytorch ⭐ 194

A higher performance PyTorch implementation of Single-Shot Refinement Neural Network for Object Detection

Py R Fcn Multigpu ⭐ 191

Code for training py-faster-rcnn and py-R-FCN on multiple GPUs in caffe

Nas_fpn_tensorflow ⭐ 188

NAS-FPN: Learning Scalable Feature Pyramid Architecture for Object Detection.

Voc2coco ⭐ 180

How to create custom COCO data set for object detection

Coco Minitrain ⭐ 162

a subset of coco dataset for faster experimentation

Houghnet ⭐ 157

[ECCV-20] Official PyTorch implementation of HoughNet, a voting-based object detector.

Lrf Net ⭐ 149

Learning Rich Features at High-Speed for Single-Shot Object Detection, ICCV, 2019

A novel region proposal network for more general object detection ( including scene text detection ).

Raspberrypi Objectdetection Tensorflow ⭐ 138

Object Detection using TensorFlow on a Raspberry Pi

Small Object Detection Benchmark ⭐ 128

icip2022 paper: sahi benchmark on visdrone and xview datasets using fcos, vfnet and tood detectors

Ios_tensorflow_objectdetection_example ⭐ 124

An iOS application of Tensorflow Object Detection with different models: SSD with Mobilenet, SSD with InceptionV2, Faster-RCNN-resnet101

Coco Viewer ⭐ 123

Minimalistic COCO Dataset Viewer in Tkinter

Hrnet Maskrcnn Benchmark ⭐ 106

Object detection with multi-level representations generated from deep high-resolution representation learning (HRNetV2h).

Feature_intertwiner ⭐ 105

Codebase of the paper "Feature Intertwiner for Object Detection", ICLR 2019

Objectdetection ⭐ 104

Some experiments with object detection in PyTorch

Mask_rcnn_pytorch ⭐ 101

Mask R-CNN for object detection and instance segmentation on Pytorch

Moganet ⭐ 100

[ICLR 2024] MogaNet: Efficient Multi-order Gated Aggregation Network

Deep_utils ⭐ 95

An open-source toolkit which is full of handy functions, including the most used models and utilities for deep-learning practitioners!

Pytorch_simple_centernet_45 ⭐ 92

A simple pytorch implementation of CenterNet (Objects as Points)

Discobox ⭐ 91

The Official PyTorch Implementation of DiscoBox.

Pytorch Ppyolo ⭐ 90

ppyolo in pytorch. 44.8% box mAP.

Coco Assistant ⭐ 88

Helper for dealing with MS-COCO annotations

SAPD (Soft Anchor-Point Object Detection) implementation in Keras and Tensorflow

Tensorflow Yolact ⭐ 85

Implementation of the paper "YOLACT Real-time Instance Segmentation" in Tensorflow 2

Bmaskr Cnn ⭐ 81

Boundary-preserving Mask R-CNN (ECCV 2020)

Tf Object Detection ⭐ 80

Simpler app for tensorflow object detection API

Tensorflowios ⭐ 76

A Real Time Object Detection application on iOS using Tensorflow and pre-trained COCO dataset models. Video frames are captured and inference is done locally using the provided mobilenet models. Both Swift and Objective-C projects.

Gossipnet ⭐ 74

Non-maximum suppression for object detection in a neural network

Detectionmetrics ⭐ 72

Tool to evaluate deep-learning detection and segmentation models, and to create datasets

Fcos_tensorflow ⭐ 71

FCOS: Fully Convolutional One-Stage Object Detection.

Detvisgui ⭐ 65

This is a GUI for easily visualizing detection results .

Coco Dataset Explorer ⭐ 65

Streamlit tool to explore coco datasets

Couplenet ⭐ 62

Code for training 'CoupleNet: Coupling Global Structure with Local Parts for Object Detection' in ICCV 2017

Context Transformer ⭐ 61

Context-Transformer: Tackling Object Confusion for Few-Shot Detection, AAAI 2020

Localization Recall Precision Performance Metric toolkit for PASCAL-VOC, COCO datasets with Python and MATLAB implementations.

Chainer Mask Rcnn ⭐ 55

Chainer Implementation of Mask R-CNN. (Training code to reproduce the original result is available.)

Labelme2coco ⭐ 55

Make your own dataset for object detection and transform the format to coco json format

DETR - Faster RCNN implementation in tensorflow 2

Efficient Featurized Image Pyramid Network for Single Shot Detector, CVPR, 2019

Hierarchical Shot Detector (ICCV2019)

Retinanet_tensorflow ⭐ 47

Focal Loss for Dense Object Detection.

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Dataset Coco (447)

Convolutional Neural Networks Object Detection (347)

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