Vehicle counting and tracking at intersection modules and ReID pipeline with object detection - > image cropping -> object in cropped image re-identification in another image

Vehicle counting/tracking and speed estimation

🌟 This repository houses a collection of image classification models for various purposes, including vehicle, object, animal, and flower classification. Each classifier is built using deep learning techniques and pre-trained models to accurately identify and categorize images based on their respective classes.

This repository implements and evaluates the performance of 11 pre-trained deep convolutional neural network (CNN) models on 6 benchmark vehicle classification datasets

Car Attribute Analysis using YOLOv8 + PaddleCls + ColorDetection

Main Project Repository

Vehicles and plate detection and tracking with string plate recognition.

🚀 딥러닝 기반 차량번호 인식 엔진

Vehicle Tracking and Counting using Yolo and ByteTrack

10000-Image-caption-data-of-vehicles

2002-People-Electric-Bicycle-Entering-Elevator-Data

Created vehicle detection pipeline with two approaches: (1) deep neural networks (YOLO framework) and (2) support vector machines ( OpenCV + HOG).

🚗 DinjanAI's Vehicle In/Out Detection & Count Project utilizes AI, ML, and DL to accurately track and count vehicles entering and exiting designated areas in real-time. Ideal for parking lots, intersections, and toll booths, it offers seamless integration and customizable configurations. 🛣️👀

600000-Images-Vehicle-Re-ID-Data-in-Surveillance-Scenes

89747-Images-Vehicle-Attributes-Annotation-Data

37049-Images-Engineering-Vehicle-Data

760607-Images-Vehicles-Detection-Data-in-Surveillance-Scenes

Performed object detection using FasterRCNN with different backbones on three vehicle types.

Guide for setting up a virtual environment and kernel for Python image processing. Practical exercises cover face recognition, shapes detection, vehicle identification, face detection, and vehicle number plate detection in a Jupiter Notebook. Purpose: Hands-on experience with essential computer vision techniques.

SARKINkofa is a Vehicle & Number Plate Recognition System that is built to detect and recognize vehicles and their number plates.