https://github.com/mydarapy/roadwatch-car-detection-and-car-tracking-with-computer-vision
This repository contains a car detection and tracking software implemented using YOLOv8 for object recognition and classification, along with DeepSORT for tracking. The program is capable of detecting cars, buses, trucks, and trains in real-time video streams. The model combines state-of-the-art object detection and tracking techniques.
https://github.com/mydarapy/roadwatch-car-detection-and-car-tracking-with-computer-vision
ai car-detection car-tracking cnn-classification computer-vision deepsort object-classification opencv-python yolov8n
Last synced: 4 months ago
JSON representation
This repository contains a car detection and tracking software implemented using YOLOv8 for object recognition and classification, along with DeepSORT for tracking. The program is capable of detecting cars, buses, trucks, and trains in real-time video streams. The model combines state-of-the-art object detection and tracking techniques.
- Host: GitHub
- URL: https://github.com/mydarapy/roadwatch-car-detection-and-car-tracking-with-computer-vision
- Owner: MyDarapy
- License: mit
- Created: 2024-02-02T03:42:29.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2024-03-06T10:31:48.000Z (over 1 year ago)
- Last Synced: 2025-01-02T20:36:22.587Z (6 months ago)
- Topics: ai, car-detection, car-tracking, cnn-classification, computer-vision, deepsort, object-classification, opencv-python, yolov8n
- Language: Jupyter Notebook
- Homepage:
- Size: 5.86 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# car-tracking-and-counting-with-Yolov8-and-DeepSORT
RoadWatch is an object detection and object tracking solution that uses computer vision techniques to recognize and track cars on a busy highway/road.
RoadWatch detects, tracks, and counts the number of cars on a busy highway for traffic control and management.
This solution can be interacted with using a CLI. We define flags and parameters that help control the
behavior of our script.
Avaliable flags in the script:
Requirements for running RoadWatch on CLI: