1067 Open source projects that are alternatives of or similar to Vehicle Detection And Tracking

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

SipMask: Spatial Information Preservation for Fast Image and Video Instance Segmentation (ECCV2020)

Single Shot Tracker

This is a repository for an nocode object detection inference API using the Yolov4 and Yolov3 Opencv.

Multi-camera live traffic and object counting with YOLO v4, Deep SORT, and Flask.

SSD: Single Shot MultiBox Detector pytorch implementation focusing on simplicity

SynthDet - An end-to-end object detection pipeline using synthetic data

Deformable convolution net on Tensorflow

Face detection using deep learning.

TLD：tracking-learning-detection 跟踪算法

Farm Animal Tracking (FAT)

RectLabel - An image annotation tool to label images for bounding box object detection and segmentation.

🎨 🎨 深度学习 卷积神经网络教程 ：图像识别，目标检测，语义分割，实例分割，人脸识别，神经风格转换，GAN等🎨🎨 https://dataxujing.github.io/CNN-paper2/

Review on Object Detection Metrics: 14 object detection metrics including COCO's and PASCAL's metrics. Supporting different bounding box formats.

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

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

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

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

Video detection library

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

Discover, install, and share napari plugins

Real time object or face detection recognition and tracking in video. The Full end-to-end project.

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

Variants of Vision Transformer and its downstream tasks

Windows C++ examples utilizing OpenCV for camera access and drawing the face tracking results.

ImageNet 2015 Object Detection from Video (VID)

Most popular metrics used to evaluate object detection algorithms.

Deep Learning for Automatic Pneumonia Detection, RSNA challenge

An image recognition/object detection model that detects handwritten digits and simple math operators. The output of the predicted objects (numbers & math operators) is then evaluated and solved.

Implementation EfficientDet: Scalable and Efficient Object Detection in PyTorch

Training & Quantization of embedded friendly Deep Learning / Machine Learning / Computer Vision models

GUI for marking bounded boxes of objects in images for training neural network Yolo v3 and v2 https://github.com/AlexeyAB/darknet, https://github.com/pjreddie/darknet

The purpose of this tutorial is to learn how to install and prepare TensorFlow framework to train your own convolutional neural network object detection classifier for multiple objects, starting from scratch

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

Rapid satellite imagery object detection

This is a repository for an object detection inference API using the Tensorflow framework.

Object detection with ssd_mobilenet and tiny-yolo (Add: YOLOv3, tflite)

Monocular multi-object tracking using simple and complementary 3D and 2D cues (ICRA 2018)

Video Platform for Action Recognition and Object Detection in Pytorch

Research platform for 3D object detection in PyTorch.

A tensorflow implementation with SSD model for person detection and Kalman Filtering combined for tracking

Convert any classification model or architecture trained in keras to an object detection model

YOLOv2 and MobileNet_SSD detection algorithms used along with KCF object tracker

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

Android Studio project (Java)

Perception toolkit for sim2real training and validation

Target detection in the first frame and Tracking target by SiamRPN.

Javascript/WebGL lightweight face tracking library designed for augmented reality webcam filters. Features : multiple faces detection, rotation, mouth opening. Various integration examples are provided (Three.js, Babylon.js, FaceSwap, Canvas2D, CSS3D...).

Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection, NeurIPS2020

🌲 Aimbot powered by real-time object detection with neural networks, GPU accelerated with Nvidia. Optimized for use with CS:GO.

Implementation of Sequential Attend, Infer, Repeat (SQAIR)

Official Python/PyTorch Implementation for "All-In-One Drive: A Large-Scale Comprehensive Perception Dataset with High-Density Long-Range Point Clouds"

[IEEE TGRS 2021] Detecting and Tracking Small and Dense Moving Objects in Satellite Videos: A Benchmark

YOLOv3 implementation in TensorFlow 2.3.1

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

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.

thor: C++ helper library, for deep learning purpose

Real-time pupillometry in the web browser using a 4K webcam video feed processed by this WebGL/Javascript library. 2 demo experiments are included.

Generalized Focal Loss V2: Learning Reliable Localization Quality Estimation for Dense Object Detection, CVPR2021

FoveaBox: Beyond Anchor-based Object Detector