YOLOv8 Object Tracking using PyTorch, OpenCV and DeepSORT
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Updated
Mar 4, 2023 - Jupyter Notebook
YOLOv8 Object Tracking using PyTorch, OpenCV and DeepSORT
This project imlements the following tasks in the project: 1. Vehicle counting, 2. Lane detection. 3.Lane change detection and 4.speed estimation
The main objective of this project is to identify overspeed vehicles, using Deep Learning and Machine Learning Algorithms. After acquisition of series of images from the video, trucks are detected using Haar Cascade Classifier. The model for the classifier is trained using lots of positive and negative images to make an XML file. This is followe…
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Vehicle detection, tracking, counting, and speed estimation | project for the Vision & Cognitive System course (CompSci @ UniPd) | w/ Shakiba Farjood Fashalami
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