FarzadNekouee / YOLOv8_Traffic_Density_Estimation
A YOLOv8-based project for real-time traffic density estimation. It employs fine-tuned vehicle detection models to analyze and count vehicles per frame, aiding urban traffic management and planning. The repository includes model training, traffic intensity analysis, and deployment strategies.
☆41Updated last year
Alternatives and similar repositories for YOLOv8_Traffic_Density_Estimation:
Users that are interested in YOLOv8_Traffic_Density_Estimation are comparing it to the libraries listed below
- Automated pothole detection and road damage assessment using YOLOv8-seg for real-time analysis.☆35Updated last year
- An urban traffic violation detection system using classical image processing techniques. Features include real-time traffic light recogni…☆28Updated last year
- AI-powered tool for Facial Attribute Analysis. It accurately predicts age, gender, race, and emotions for unmasked faces. Enhanced to det…☆14Updated last year
- Reliable MRI brain tumor detection for various types including pituitary, meningioma, glioma. Focused on high accuracy in diverse image q…☆12Updated last year
- Predictive modeling of hotel booking cancellations. Handling complex data preprocessing, feature engineering, and noise. Evaluating model…☆13Updated last year
- In this project, we harness ResNet50 for garbage classification. Using a dataset pivotal for automating waste segregation, we address cha…☆15Updated last year
- data visualization on world university ranking dataset☆9Updated last year
- Analyzing and transforming a UK-based retail dataset (2010-2011) into a customer-centric format for customer segmentation using K-means c…☆39Updated last year
- Harnessing LSTM for gold price prediction from 2013-2022. Trained on 9 years of data, the model predicts prices for 2022. The repo contai…☆17Updated last year
- Vehicle counting system with YOLOv8 and DeepSORT☆9Updated last year
- Vehicle tracking, counting and speed estimation using Vision AI☆21Updated 2 years ago
- BISINDO Sign Language Translator Web App using Object Detection with YOLOv8, Mediapipe, and Flask☆18Updated last year
- In this repo, we analyze a dataset of heart patient metrics to build a model identifying heart disease risks. We prioritize high recall f…☆22Updated last year
- Here, you will get to know the projects related to the Data-Science concepts in Python programming.☆7Updated last year
- Real-Time Object Detection, Tracking, Blurring and Counting using YOLOv8☆47Updated 2 years ago
- ☆9Updated last year
- The project aims to predict employee resignations using XGBoost and CatBoost regressors. It involves extensive EDA, data preprocessing, m…☆13Updated last year
- ☆9Updated last year
- Telegram IMDb Bot: Python-based bot for Telegram. Features include movie search via IMDb API, watchlist management, and movie details ret…☆23Updated last year
- Analyze traffic flow with YOLOv8 and ByteTrack: Vehicle detection and tracking, speed estimation, path outlining, and direction analysis …☆16Updated last year
- Here, you will get to know the projects related to the basic mathematical concepts of Python programming.☆8Updated last year
- Accident Detection Model using Deep Learning, OpenCV, Machine Learning, Artificial Intelligence.☆57Updated last month
- Advanced ANPR is a system which detect and recognize all the number plates with different sizes, fonts and styles from the video, image o…☆7Updated 10 months ago
- This repository contains the code for an object detection, tracking and counting project using the YOLOv8 object detection algorithm and …☆58Updated last year
- This project presents a weather-proof model for accurate detection of dogs and cats, streamlined for desktop application. Utilizing renow…☆10Updated last year
- Step-by-step tutorial where you'll master the art of vehicle detection, tracking, and directional counting using YOLOv8☆14Updated last year
- Tracking and counting persons☆45Updated last week
- An exploration of CIFAR-10 image classification using a CNN model built with Keras. This repository includes training, evaluation, and ex…☆16Updated last year
- A computer vision and artificial intelligence project to detect and counting vehicles. This project is using YOLOV5 and Deep Sort Algorit…☆27Updated last year
- This repository contains the code for object tracking in images, videos, and live webcam feed using YOLOv10 and the DeepSORT algorithm.☆23Updated 8 months ago