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.
☆61Jan 7, 2024Updated 2 years ago
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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Telegram IMDb Bot: Python-based bot for Telegram. Features include movie search via IMDb API, watchlist management, and movie details ret…☆24Aug 7, 2023Updated 2 years ago
- Automated pothole detection and road damage assessment using YOLOv8-seg for real-time analysis.☆51Jan 7, 2024Updated 2 years ago
- Demonstrating vehicles traffic counting using yolov7 and deepsort☆26Jan 10, 2024Updated 2 years ago
- ☆11Sep 22, 2023Updated 2 years ago
- This project utilizes PyQt5, YOLOv8, and TensorFlow for vehicle detection and identification, including speed monitoring and fine issuanc…☆109Jun 2, 2023Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- created number plate detection using Yolov8 model and able to detect vehicle plate number☆10Jan 21, 2025Updated last year
- Classify human poses with help of yolo pose model.☆17Sep 18, 2023Updated 2 years ago
- The Drowsiness Detection System uses YOLOv8 models to monitor drowsiness in real-time by detecting eye states and yawning. Built with Pyt…☆36Apr 27, 2025Updated 11 months ago
- Object detection model using YOLOv8s pretrained model on custom football datasets to detect four classes: player, goalkeeper, refree and …☆13Sep 17, 2023Updated 2 years ago
- Posture recognition for birds based on YOLOv8 keypoints regression. YOLOv8鸟类关键点姿态识别☆32Dec 23, 2024Updated last year
- ☆19Mar 9, 2023Updated 3 years ago
- Litter detection with YOLOv8 and TACO☆14Mar 16, 2023Updated 3 years ago
- 输电塔绝缘子上鸟巢检测（源码＆教程）☆13Dec 6, 2023Updated 2 years ago
- Vehicle counting in a conjusted traffic road where background subtraction gives lower performance.☆39Jul 12, 2019Updated 6 years ago
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- 水稻病害基于Yolov8算法优化目标检测识别与AI辅助决策☆25Jun 7, 2024Updated last year
- yolov8的车辆检测模型deepstream-python部署☆19Jun 30, 2023Updated 2 years ago
- Code snippets for ComputerVisionStreams youtube channel☆20Sep 5, 2025Updated 6 months ago
- Step-by-step tutorial where you'll master the art of vehicle detection, tracking, and directional counting using YOLOv8☆18Feb 17, 2024Updated 2 years ago
- ☆11Jun 28, 2022Updated 3 years ago
- Detect retail products via the YOLOv8 object recognition engine.☆28Apr 18, 2023Updated 2 years ago
- Vehicle counting system with YOLOv8 and DeepSORT☆10Aug 23, 2023Updated 2 years ago
- ☆14Sep 13, 2022Updated 3 years ago
- Vehicle speed estimation using YOLOv9 for object detection and DeepSORT for tracking☆16Sep 13, 2024Updated last year
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- 该项目基于 ResNet-50 模型进行图像分类，使用 PyTorch 实现，支持图像预处理、数据增强、训练与验证过程，并提供提前停止机制以避免过拟合。用户可以使用该代码进行任意图像分类任务的训练和推理。☆31Jun 10, 2025Updated 9 months ago
- ☆13May 26, 2025Updated 10 months ago
- Analyze traffic flow with YOLOv8 and ByteTrack: Vehicle detection and tracking, speed estimation, path outlining, and direction analysis …☆23Jan 12, 2024Updated 2 years ago
- yolov8obb 旋转目标检测部署rknn的C++代码☆20Jul 16, 2024Updated last year
- PCB-2.0-YOLOV8-STREAMLIT is app build to detect six types of defects in printed circuit boards (PCBs) using the YOLOv8 object detection m…☆22Sep 20, 2024Updated last year
- ☆11May 30, 2024Updated last year
- ☆32Oct 3, 2023Updated 2 years ago
- Language checker and hyphenator extension for LibreOffice☆12Jan 27, 2020Updated 6 years ago
- Making the classroom smart using deep learning and Internet of Things☆10Jan 22, 2021Updated 5 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Files/ Notebooks for students☆12May 26, 2024Updated last year
- inference yolov8 obb in android demo☆19Jul 26, 2024Updated last year
- An efficient GPLv3 Python package for extracting temperature data from FLIR IRT images☆13Nov 24, 2020Updated 5 years ago
- Traffic analysis using YOLOv4 and OpenCV☆20Dec 11, 2021Updated 4 years ago
- [EN]: The Medium's articles and notebooks I have written on the topics I have learned and wondered about Machine Learning, Data Science a…☆22Aug 21, 2024Updated last year
- Accident Detection Model using Deep Learning, OpenCV, Machine Learning, Artificial Intelligence.☆65Feb 8, 2025Updated last year
- Physics Informed Deep Learning for Traffic State Estimation: Illustrations with LWR and CTM Models☆24May 3, 2023Updated 2 years ago