74 Open source projects that are alternatives of or similar to multi-camera-pig-tracking

Fast MOT base on yolo+deepsort, support yolo3 and yolo4

A really more real-time adaptation of deep sort

MOTDT with Homography Matrix for Multi-Object Tracking

Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.

A project for counting vehicles using YOLOv4 + DeepSORT + Flask + Ngrok + TF2

Paddle-YOLOv4,supports training, at least 41.1% mAP.支持训练，至少41.1%mAP。少数的给出精度的复现。

This repo uses YOLOv5 and DeepSORT to implement object tracking algorithm. Also using TensorRTX to transform model to engine, and deploying all code on the NVIDIA Xavier with TensorRT further.

Optical Flow Dataset and Benchmark for Visual Crowd Analysis

implementation of paper - You Only Learn One Representation: Unified Network for Multiple Tasks (https://arxiv.org/abs/2105.04206)

A summary and list of open source 3D multi object tracking and datasets at this stage.

[NeurIPS'21] Unified tracking framework with a single appearance model. It supports Single Object Tracking (SOT), Video Object Segmentation (VOS), Multi-Object Tracking (MOT), Multi-Object Tracking and Segmentation (MOTS), Pose Tracking, Video Instance Segmentation (VIS), and class-agnostic MOT (e.g. TAO dataset).

Modular Tracking Framework

Push-pull streaming and Web display of YOLO series

The easiest way to count pedestrians, cyclists, and vehicles on edge computing devices or live video feeds.

php ffi darknet

Multi-person 3D panoramic localization tracking

Address book for computer vision models.

基于opencv的4种YOLO目标检测，C++和Python两个版本的实现，仅仅只依赖opencv库就可以运行

No description or website provided.

Collection of Object Detection and Segmentation Pipelines🛸🚀

Affine Tranformation and Homography library for Python

YOLOv4 object detector using TensorRT engine

[IJCV-2021] FairMOT: On the Fairness of Detection and Re-Identification in Multi-Object Tracking

ByteTrack: Multi-Object Tracking by Associating Every Detection Box

using yolox+deepsort for object-tracking

YOLO v3, v4, v5, v6, v7 + SORT tracking + ROS platform. Supporting: YOLO with Darknet, OpenCV(DNN), OpenVINO, TensorRT(tkDNN). SORT supports python(original) and C++. (Not Deep SORT)

Cool Vision projects

This is a code repository for pytorch c++ (or libtorch) tutorial.

Scaled-YOLOv4: Scaling Cross Stage Partial Network

Repository for 2019 CVPR AI City Challenge Track 1 from IPL@UW

Go bindings for Darknet (YOLO v4 / v3)

live, low-latency markerless multi-camera 3D animal tracking system

Deep Learning and Computer Vision Applications using Streamlit

OpenVisionAPI server

A pkg stiching around view images(4-6cameras) to generate bird's eye view.

PyTorch re-implementation of YOLOv4 architecture

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

The main abnormal behaviors that this project can detect are: Violence, covering camera, Choking, lying down, Running, Motion in restricted areas. It provides much flexibility by allowing users to choose the abnormal behaviors they want to be detected and keeps track of every abnormal event to be reviewed. We used three methods to detect abnorma…

A High Level Python Library to empower students, developers to build applications and systems enabled with computer vision capabilities.

This repo contains links to multi-person re-identification and tracking dataset in top view multi-camera environment.

C++ 2D geometry library, handles points, lines, polylines, planar transformations (and other primitives), using homogeneous coordinates. Provided with complete manual and samples.

Example of using YOLO v4 with OpenCV, C++ and Python

SiamMOT: Siamese Multi-Object Tracking

Perception of Autonomous mobile robot,Using ROS,rs-lidar-16,By SLAM,Object Detection with Yolov5 Based DNN

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

Pendeteksian rambu lalu lintas khas Indonesia menggunakan dataset custom dan menggunakan algoritma Deep Learning You Only Look Once v4

Deep Sort algorithm C++ version

Paper list and source code for multi-object-tracking

NCNN+Int8+YOLOv4 quantitative modeling and real-time inference

Multi-person tracking with SSD and Sort

The C++ implementation of Multi-H algorithm, which is a multi-plane fitting technique. If you use this work for Academic purposes, please cite Barath, D. and Matas, J. and Hajder, L., Multi-H: Efficient Recovery of Tangent Planes in Stereo Images. 27th British Machine Vision Conference, 2016

This repo includes all the projects I have finished in the Udacity Nanodegree programs

MOT using deepsort and yolov3 with pytorch

A c++ implementation of yolov5 and deepsort

基于深度学习的驾驶员分心驾驶行为（疲劳+危险行为）预警系统使用YOLOv5+Deepsort实现驾驶员的危险驾驶行为的预警监测

A forked AlexeyAB Darknet repo with extra convenient functions.

Deploy the pruned YOLOv3/v4/v4-tiny/v4-tiny-3l model on OpenVINO embedded devices

ODAM - Object detection and Monitoring

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.

Use the YOLO v4 and v5 (ONNX) models for object detection in C# using ML.Net