YOLOv8 Object Tracking and Counting using PyTorch, OpenCV and DeepSORT, deployed on Streamlit.
☆63Aug 17, 2025Updated 8 months ago
Alternatives and similar repositories for YOLOv8-DeepSORT-Streamlit
Users that are interested in YOLOv8-DeepSORT-Streamlit are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Streamlit app to visualize inference over images and video in Yolov8☆12Feb 16, 2023Updated 3 years ago
- 🔥🔥🔥 Use streamlit framework to increase yolov8 front-end page interaction function☆109May 22, 2023Updated 2 years ago
- Object Detection Web App using YOLOv8 & Flask. Support Webcam & RTSP Stream.☆37Aug 21, 2023Updated 2 years ago
- In this realtime car detection we are using YOLOV8 model also known as Ultralytics, for the detection of vehicles and deep_sort_pytorch. …☆16Feb 8, 2025Updated last year
- Vehicle Counting Using Yolov8 and DeepSORT☆116Oct 17, 2023Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Object detection and tracking algorithm implemented for Real-Time video streams and static images.☆412Feb 23, 2026Updated last month
- Recognize Persian plate with YOLOv8☆26Aug 28, 2023Updated 2 years ago
- YOLOv8 object detection, tracking, image segmentation and pose estimation app using Ultralytics API (for detection, segmentation and pose…☆79Dec 24, 2023Updated 2 years ago
- Tracking and Counting Vehicles using Yolov8☆12Nov 20, 2023Updated 2 years ago
- ☆33Apr 25, 2023Updated 2 years ago
- Tracking and counting persons☆60Dec 10, 2025Updated 4 months ago
- ☆19Mar 9, 2023Updated 3 years ago
- ☆45Jan 17, 2023Updated 3 years ago
- Display predicted Video, Images and webcam using YOLO models (YOLOv7 & YOLOv8) with Streamlit☆43Sep 22, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- deepsort结合yolov5测试现实中小车经过的时间和速度,判断是不是存在超速行为,并将结果通过rabbitmq输出☆21Aug 27, 2021Updated 4 years ago
- a GUI application, which uses YOLOs (YOLOv8, YOLO11, YOLOv13) for Object Detection/Tracking, Human Pose Estimation/Tracking from images, …☆436Jan 19, 2026Updated 3 months ago
- This is a simple user interface for YOLOv8, a popular object detection system. The program allows the user to select a video or image fil…☆11Apr 4, 2023Updated 3 years ago
- infer yolov8 with onnxruntime,tensorrt,openvino,etc.☆11Oct 28, 2025Updated 5 months ago
- This project utilizes PyQt5, YOLOv8, and TensorFlow for vehicle detection and identification, including speed monitoring and fine issuanc…☆110Jun 2, 2023Updated 2 years ago
- YOLOv8 on Basketball Sports, including player detection, pose estimation.☆28Jan 11, 2024Updated 2 years ago
- Vehicle tracking, counting and speed estimation using Vision AI☆29Mar 5, 2023Updated 3 years ago
- yolov8的车辆检测模型deepstream-python部署☆19Jun 30, 2023Updated 2 years ago
- Vehicle counting system with YOLOv8 and DeepSORT☆10Aug 23, 2023Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- AI camera surveillance with opencv and object detection (YOLOv8, MobileNetv2, ...)☆14Oct 14, 2023Updated 2 years ago
- YOLOv8 Object Tracking using PyTorch, OpenCV and DeepSORT☆1,154Mar 4, 2023Updated 3 years ago
- 本文将介绍如何使用yolov5和deepsort进行目标检测和跟踪,并增加轨迹线的显示。本文的改进包括轨迹线颜色与目标框匹配、优化轨迹线只显示一段,并且当目标消失时不显示轨迹线。☆44Aug 25, 2023Updated 2 years ago
- 支持yolov8 Reid行人重识别,支持训练和检测☆16Apr 26, 2024Updated last year
- 2023CV项目:单目相机减速带检测以及测距☆22Sep 12, 2023Updated 2 years ago
- This repository serves object detection using YOLOv8 and FastAPI. With YOLOv8, you get a popular real-time object detection model and wit…☆21Jun 5, 2023Updated 2 years ago
- ☆11May 19, 2024Updated last year
- task: pose estimation/ action recognition/ object track => kapao/ yolo-pose/ sort / bot-sort/ oc-sort☆17Dec 2, 2022Updated 3 years ago
- YOLOv9 Object Tracking using PyTorch, OpenCV and DeepSORT☆48Mar 25, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Simple example of how to convert Lat & Lon coordinates to pixel offsets☆11Apr 24, 2020Updated 5 years ago
- Example of YOLOv8 Segmentation on Browser. It is powered by Onnx and served through JavaScript without any frameworks☆22Feb 11, 2024Updated 2 years ago
- Multi-Object Tracking with Ultralytics YOLO11☆13Oct 5, 2024Updated last year
- Car tracking and car counter implemented with YOLOX, ByteTrack and Pytorch.☆46Apr 6, 2023Updated 3 years ago
- 使用yolov8自动标注,运用度量学习metric learning 的ReID算法,实现跨镜头人脸追踪☆10May 15, 2024Updated last year
- A tracking scheme developed by integrating six tracking methods, DeepSORT StrongSORT OSNet HybridSORT, OCSORT, and ByteTrack, using yolov…☆13Feb 22, 2024Updated 2 years ago
- Weapons and Knives Detection Using YOLO v8 for Surveillance System☆47Nov 23, 2025Updated 4 months ago