Top 785 object-detection open source projects

Frigate integration for Home Assistant

Convolutional Neural Networks for Object Classification done as a course project for CS663 Digital Image Processing

Code for paper "Detection of Flying Honeybees in UAV Videos"

This repo contains projects created using TensorFlow-Lite on Raspberry Pi and Teachable Machine. AI and ML capabilities have been integrated with Robot's software.

Object detector from HOG + Linear SVM framework

物体検出を用いてNARUTOの印(子～亥、壬、合掌)を検出するモデルとサンプルプログラムです。このリポジトリでは、YOLOXを使用しています(This is a model and sample program that detects NARUTO's hand sign using object detection. This repository use YOLOX.)

Generative Adversarial Learning Towards Fast Weakly Supervised Detection

Analysis of table soccer games based on video recordings

Fast Moving Objects Detection (demo version)

An accurate GUI element detection approach based on old-fashioned CV algorithms [Upgraded on 5/July/2021]

Robotics Operating System Package for Yolo v3 based on darknet with optimized tracking using Kalman Filter and Optical Flow.

🕶 A curated list of Tiny Object Detection papers and related resources.

[CVPR'19] Hierarchy Denoising Recursive Autoencoders for 3D Scene Layout Prediction

automated social distancing monitoring system

An autonomous, vision-based Bebop drone.

Browser and Android application where users can quickly create climbing routes and share with community

The code of the Object Counting API, implemented with the YOLO algorithm and with the SORT algorithm

Cascade R-CNN: Delving into High Quality Object Detection.

Code for our paper CPPE - 5 (Medical Personal Protective Equipment), a new challenging object detection dataset

ODAM - Object detection and Monitoring

Detects objects in images/streaming video

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

Collection of Object Detection and Segmentation Pipelines🛸🚀

Betapose for 6D pose estimation

The code of Switchable Normalization for object detection based on Detectron.pytorch.

Classify trash by tensorflow coco-ssd model in the browser. Take a photo then classify ~~ : )

Deep Learning Applications (Darknet - YOLOv3, YOLOv4 | DeOldify - Image Colorization, Video Colorization | Face-Recognition) with Google Colaboratory - on the free Tesla K80/Tesla T4/Tesla P100 GPU - using Keras, Tensorflow and PyTorch.

PiGallery: AI-powered Self-hosted Secure Multi-user Image Gallery and Detailed Image analysis using Machine Learning, EXIF Parsing and Geo Tagging

Use the Intel D435 real-sensing camera to realize object detection based on the Yolov3-5 framework under the Opencv DNN(old version)/TersorRT(now) by ROS-melodic.Real-time display of the Pointcloud in the camera coordinate system.

YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/

A toolbox for Vietnamese Optical Character Recognition.

This repository allows you to anonymize sensitive information in images/videos. The solution is fully compatible with the DL-based training/inference solutions that we already published/will publish for Object Detection and Semantic Segmentation.

Effortless Deep Training for Traffic Sign Detection Using Templates and Arbitrary Natural Images

Go bindings for Darknet (YOLO v4 / v3)

Meta-DETR: Official PyTorch Implementation

A real-time object detection app based on lightDenseYOLO Our lightDenseYOLO is the combination of two components: lightDenseNet as the CNN feature extractor and YOLO v2 as the detection module

fcos implementation in pytorch1.x

Code and models for ICCV2021 paper "Robust Object Detection via Instance-Level Temporal Cycle Confusion".

Object Detection using Yolo V3 and OpenCV

Surveillance System Against Violence

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

Tensorflow 2 Faster-RCNN implementation from scratch supporting to the batch processing with MobileNetV2 and VGG16 backbones

Perform inferencing of tensorflow-lite models on an RPi with acceleration from Coral USB stick

An unofficial implementation of FCOS in Pytorch: 37.3-resnet50-700px

Lane and obstacle detection for active assistance during driving. Uses windowed sweep for lane detection. Combination of object tracking and YOLO for obstacles. Determines lane change, relative velocity and time to collision

💥Faster R-CNN from scratch written with Keras

This repository deploys YOLOv4 as an optimized TensorRT engine to Triton Inference Server

This project shows how to use CoreML and Vision with a pre-trained deep learning SSD (Single Shot MultiBox Detector) model. There are many variations of SSD. The one we’re going to use is MobileNetV2 as the backbone this model also has separable convolutions for the SSD layers, also known as SSDLite. This app can find the locations of several di…

This is a repository for a No-Code object detection inference API using the OpenVINO. It's supported on both Windows and Linux Operating systems.

Create a concurrent video analysis pipeline featuring multistream face and human pose detection, vehicle attribute detection, and the ability to encode multiple videos to local storage in a single stream.

Single Shot MultiBox Detector(SSD)目标检测算法

使用OpenCV部署Yolo-FastestV2，包含C++和Python两种版本的程序

Simple solution for Open Images 2019 - Instance Segmentation competition using maskrcnn-benchmark.

YOLOv1 tensorflow

State of the art object detection in real-time using YOLOV3 algorithm. Augmented with a process that allows easy training of the classifier as a plug & play solution . Provides alert if an item in an alert list is detected.

OpenVisionAPI client

Object detector in videos using keras and YOLO

Localize 2D image object detection in 3D Scene with Yolo in Unity Barracuda and ARFoundation.

YOLO for object detection tasks

SimpleAICV:pytorch training example on ImageNet(ILSVRC2012)/COCO2017/VOC2007+2012 datasets.Include ResNet/DarkNet/RetinaNet/FCOS/CenterNet/TTFNet/YOLOv3/YOLOv4/YOLOv5/YOLOX.