mohamedamine99 / Object-tracking-and-counting-using-YOLOV8
This repository contains the code for an object detection, tracking and counting project using the YOLOv8 object detection algorithm and the SORT (Simple Online and Realtime Tracking) algorithm for object tracking. The project has been implemented using object-oriented programming principles in Python.
☆59Updated last year
Alternatives and similar repositories for Object-tracking-and-counting-using-YOLOV8:
Users that are interested in Object-tracking-and-counting-using-YOLOV8 are comparing it to the libraries listed below
- Real-Time Object Detection, Tracking, Blurring and Counting using YOLOv8☆47Updated 2 years ago
- Tracking and counting persons☆48Updated last month
- YOLOv7 Object Tracking using PyTorch, OpenCV and DeepSORT☆102Updated 2 years ago
- YOLOv5 Object Tracking + Detection + Object Blurring + Streamlit Dashboard Using OpenCV, PyTorch and Streamlit☆115Updated 2 months ago
- YOLOv8 Object Tracking and Counting using PyTorch, OpenCV and DeepSORT, deployed on Streamlit.☆48Updated last year
- Vehicle Counting Using Yolov8 and DeepSORT☆95Updated last year
- Automatic Number Plate Recognition (ANPR) Using YOLOv8 and easyOCR☆30Updated last year
- A multi-task(detection, tracking, dense estimation, object counting) frame-work based on yolov5+deepsort☆36Updated 3 years ago
- A computer vision and artificial intelligence project to detect and counting vehicles. This project is using YOLOV5 and Deep Sort Algorit…☆28Updated last year
- YOLOv8 Segmentation with DeepSORT Object Tracking (ID + Trails)☆265Updated last year
- The Live Object Detection web application is a Flask-based application that allows users to perform real-time object detection on a live …☆29Updated last year
- ☆62Updated 3 years ago
- 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
- ☆106Updated last year
- Fire Detection using YOLOv8☆148Updated 2 years ago
- Vehicle counting system with YOLOv8 and DeepSORT☆9Updated last year
- YOLOv8 Aerial Sheep Detection and Counting. Simulated on Gazebo.☆19Updated last year
- ☆11Updated 11 months ago
- YOLOv8 object detection, tracking, image segmentation and pose estimation app using Ultralytics API (for detection, segmentation and pose…☆74Updated last year
- Flask API for object detection and instance segmentation using YOLOv8☆33Updated 2 months ago
- Train and Inference your custom YOLO-NAS model by Single Command Line☆108Updated 6 months ago
- YOLOv9 Object Tracking using PyTorch, OpenCV and DeepSORT☆42Updated last year
- ☆56Updated last year
- ☆56Updated 7 months ago
- YOLOv7 Segmentation using OpenCV and PyTorch with DeepSORT Tracking (ID + TRAILS)☆27Updated 2 years ago
- Display predicted Video, Images and webcam using YOLO models (YOLOv7 & YOLOv8) with Streamlit☆42Updated 7 months ago
- ☆36Updated 2 years ago
- YOLOv8 Object Tracking Using PyTorch, OpenCV and Ultralytics☆321Updated this week
- Modular and ready to deploy code to detect and track videos using YOLO-v7 and DeepSORT☆164Updated 2 years ago
- A web interface for real-time yolo inference using streamlit. It supports CPU and GPU inference, supports both images and videos and uplo…☆52Updated last year