The Top 408 Object Detection Open Source Projects

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The Top 408 Object Detection Open Source Projects

Categories > Artificial Intelligence > Object Detection

Mask_rcnn ⭐18,650

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

Mmdetection ⭐12,202

OpenMMLab Detection Toolbox and Benchmark

Deep_learning_object_detection ⭐9,055

A paper list of object detection using deep learning.

Computervision Recipes ⭐7,163

Best Practices, code samples, and documentation for Computer Vision.

Albumentations ⭐6,340

Fast image augmentation library and easy to use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about library: https://www.mdpi.com/2078-2489/11/2/125

Tensorlayer ⭐6,337

Deep Learning and Reinforcement Learning Library for Scientists and Engineers 🔥

Experience, Learn and Code the latest breakthrough innovations with Microsoft AI

Yolov3 ⭐5,983

YOLOv3 in PyTorch > ONNX > CoreML > TFLite

Awesome Object Detection ⭐5,903

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

Darkflow ⭐5,687

Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices

Yolov5 ⭐5,686

YOLOv5 in PyTorch > ONNX > CoreML > TFLite

Cvpr2020 Paper Code Interpretation ⭐5,471

cvpr2020/cvpr2019／cvpr2018/cvpr2017 papers，极市团队整理

Imageai ⭐5,368

A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities

Gluon Cv ⭐4,278

Gluon CV Toolkit

Daily Paper Computer Vision ⭐4,120

记录每天整理的计算机视觉/深度学习/机器学习相关方向的论文

Yet Another Efficientdet Pytorch ⭐4,082

The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.

Ssd.pytorch ⭐3,958

A PyTorch Implementation of Single Shot MultiBox Detector

Ssd Tensorflow ⭐3,931

Single Shot MultiBox Detector in TensorFlow

Aidlearning Framework ⭐3,844

🔥🔥AidLearning builds a linux environment supporting GUI, deep learning and visual programming on Android devices. Now support VSCode,Jupyter, pyToApk! One-click install.🚀

Jetson Inference ⭐3,653

Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.

Tf Faster Rcnn ⭐3,483

Tensorflow Faster RCNN for Object Detection

Automl ⭐3,439

Google Brain AutoML

Cvpr2020 Code ⭐3,423

CVPR 2020 论文开源项目合集

Tensorflow Yolov3 ⭐3,127

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

Object Detection Metrics ⭐2,965

Most popular metrics used to evaluate object detection algorithms.

Pytorch Yolo V3 ⭐2,917

A PyTorch implementation of the YOLO v3 object detection algorithm

Visual Object Tagging Tool: An electron app for building end to end Object Detection Models from Images and Videos.

Easy Tensorflow ⭐2,842

Simple and comprehensive tutorials in TensorFlow

Simpledet ⭐2,767

A Simple and Versatile Framework for Object Detection and Instance Recognition

Simple Faster Rcnn Pytorch ⭐2,742

A simplified implemention of Faster R-CNN that replicate performance from origin paper

Autogluon ⭐2,712

AutoGluon: AutoML Toolkit for Tabular, Text, and Image Data

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

Luminoth ⭐2,320

Deep Learning toolkit for Computer Vision.

Catalyst ⭐2,250

Accelerated deep learning R&D

Deepdetect ⭐2,159

Deep Learning API and Server in C++11 support for Caffe, Caffe2, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE

Ownphotos ⭐2,081

Self hosted alternative to Google Photos

Yolo_v3_tutorial_from_scratch ⭐1,976

Accompanying code for Paperspace tutorial series "How to Implement YOLO v3 Object Detector from Scratch"

Yolov3 Tf2 ⭐1,868

YoloV3 Implemented in Tensorflow 2.0

Paddledetection ⭐1,753

Object detection and instance segmentation toolkit based on PaddlePaddle.

mean Average Precision - This code evaluates the performance of your neural net for object recognition.

Awesome Satellite Imagery Datasets ⭐1,660

🛰️ List of satellite image training datasets with annotations for computer vision and deep learning

Ssd_keras ⭐1,653

A Keras port of Single Shot MultiBox Detector

A Pytorch Tutorial To Object Detection ⭐1,638

SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection

Centernet ⭐1,610

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

Deep Learning For Tracking And Detection ⭐1,579

Collection of papers, datasets, code and other resources for object tracking and detection using deep learning

An Embedded Computer Vision & Machine Learning Library (CPU Optimized & IoT Capable)

Refinedet ⭐1,389

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

Yolo_mark ⭐1,382

GUI for marking bounded boxes of objects in images for training neural network Yolo v3 and v2

Yolov3_tensorflow ⭐1,363

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

Adelaidet ⭐1,360

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

Keras Yolo3 ⭐1,325

Training and Detecting Objects with YOLO3

Efficientdet.pytorch ⭐1,314

Implementation EfficientDet: Scalable and Efficient Object Detection in PyTorch

Make Sense ⭐1,311

Free to use online tool for labelling photos. https://makesense.ai

Yolov3 Model Pruning ⭐1,299

在 oxford hand 数据集上对 YOLOv3 做模型剪枝（network slimming）

Mobilenet Yolo ⭐1,269

MobileNetV2-YoloV3-Nano: 0.5BFlops 3MB HUAWEI P40: 6ms/img, YoloFace-500k:0.1Bflops 420KB🔥🔥🔥

Tensorflow2.0 Examples ⭐1,234

🙄 Difficult algorithm, simple code.

Openpcdet ⭐1,199

OpenPCDet Toolbox for LiDAR-based 3D Object Detection.

Raster Vision ⭐1,140

An open source framework for deep learning on satellite and aerial imagery.

PANet for Instance Segmentation and Object Detection

Ssd_keras ⭐1,095

Port of Single Shot MultiBox Detector to Keras

Frustum Pointnets ⭐1,077

Frustum PointNets for 3D Object Detection from RGB-D Data

Votenet ⭐1,054

Deep Hough Voting for 3D Object Detection in Point Clouds

Second.pytorch ⭐1,023

SECOND for KITTI/NuScenes object detection

Tensorflow Yolov4 Tflite ⭐1,021

YOLOv4, YOLOv4-tiny, YOLOv3, YOLOv3-tiny Implemented in Tensorflow 2.0, Android. Convert YOLO v4 .weights tensorflow, tensorrt and tflite

Darknet_ros ⭐968

YOLO ROS: Real-Time Object Detection for ROS

Pytorch Ssd ⭐961

MobileNetV1, MobileNetV2, VGG based SSD/SSD-lite implementation in Pytorch 1.0 / Pytorch 0.4. Out-of-box support for retraining on Open Images dataset. ONNX and Caffe2 support. Experiment Ideas like CoordConv.

Channel Pruning ⭐958

Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)

Tensornets ⭐957

High level network definitions with pre-trained weights in TensorFlow

High quality, fast, modular reference implementation of SSD in PyTorch

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

A general 3D object detection codebse.

Cascade Rcnn ⭐904

Caffe implementation of multiple popular object detection frameworks

Videoflow ⭐896

Python framework that facilitates the quick development of complex video analysis applications and other series-processing based applications in a multiprocessing environment.

Cv Pretrained Model ⭐876

A collection of computer vision pre-trained models.

Tensorflow_object_counting_api ⭐869

🚀 The TensorFlow Object Counting API is an open source framework built on top of TensorFlow and Keras that makes it easy to develop object counting systems!

GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond

Medicaldetectiontoolkit ⭐839

The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.

Pytorch Toolbelt ⭐835

PyTorch extensions for fast R&D prototyping and Kaggle farming

Tensorflow Yolo V3 ⭐826

Implementation of YOLO v3 object detector in Tensorflow (TF-Slim)

Mxnet Ssd ⭐765

MXNet port of SSD: Single Shot MultiBox Object Detector. Reimplementation of https://github.com/weiliu89/caffe/tree/ssd

SOLO and SOLOv2 for instance segmentation, ECCV 2020 & NeurIPS 2020.

Dataaugmentationforobjectdetection ⭐744

Data Augmentation For Object Detection

Code for 3D object detection for autonomous driving

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

Tensorflow Face Detection ⭐691

A mobilenet SSD based face detector, powered by tensorflow object detection api, trained by WIDERFACE dataset.

Bmw Tensorflow Training Gui ⭐684

This repository allows you to get started with a gui based training a State-of-the-art Deep Learning model with little to no configuration needed! NoCode training with TensorFlow has never been so easy.

Preciseroipooling ⭐677

Precise RoI Pooling with coordinate gradient support, proposed in the paper "Acquisition of Localization Confidence for Accurate Object Detection" (https://arxiv.org/abs/1807.11590).

Py Motmetrics ⭐665

📊 Benchmark multiple object trackers (MOT) in Python

Orb_slam2_ssd_semantic ⭐663

动态语义SLAM 目标检测+VSLAM+光流/多视角几何动态物体检测+octomap地图+目标数据库

Openlabeling ⭐657

Label images and video for Computer Vision applications

Efficientdet Pytorch ⭐657

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

Freeanchor ⭐641

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

Yolov4 Pytorch ⭐639

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

Eccv2020 Code ⭐628

ECCV 2020 论文开源项目合集，同时欢迎各位大佬提交issue，分享ECCV 2020开源项目

Yolo Tf2 ⭐621

yolo(v3/v4) implementation in keras and tensorflow 2.3

Gaussian_yolov3 ⭐610

Gaussian YOLOv3: An Accurate and Fast Object Detector Using Localization Uncertainty for Autonomous Driving (ICCV, 2019)

Bounding Box Regression with Uncertainty for Accurate Object Detection (CVPR'19)

Centermask ⭐592

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

Saliency ⭐591

TensorFlow implementation for SmoothGrad, Grad-CAM, Guided backprop, Integrated Gradients and other saliency techniques

Tf_trt_models ⭐588

TensorFlow models accelerated with NVIDIA TensorRT

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