Object Tracking | YOLO v10 | Deep SORT

#objecttracking #objectdetection #computervision #datascience #yolov10 #yolo #deeplearning #ai

🔍 Object Tracking with YOLO v10 & DeepSORT | What is DeepSORT, How it Works, and Building an App

In this comprehensive tutorial, we'll explore the cutting-edge techniques of object tracking using YOLO v10 and DeepSORT! Whether you're new to AI or a seasoned pro, this video will walk you through everything you need to know, from understanding the basics to creating a full-fledged tracking app.

🎯 Topics Covered:

What is DeepSORT? A deep dive into DeepSORT, its underlying algorithms, and how it works to track objects efficiently.
How DeepSORT Works: Learn the inner workings of this powerful tracking algorithm, including its integration with YOLO v10 for real-time applications.
Inference with YOLO v10 and DeepSORT: Step-by-step guide on how to set up and run inference, combining YOLO v10 for object detection with DeepSORT for seamless tracking.
Building an Object Tracking App: Follow along as we create a complete object tracking application, from coding to deployment, using YOLO v10 and DeepSORT.
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📂 Resources:
Code: https://github.com/Gagan824/Computer-Vision-Projects/blob/main/Yolo_V10_object_tracking/object_tracking_yolo_v10_deep_sort.ipynb
YOLO v10: https://youtu.be/BOLxQtgQq1U
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App Deployment Guide to bring your project to life.
📈 Why Watch?
Gain practical insights and hands-on experience in object tracking, a critical skill for anyone working in AI, machine learning, or computer vision. Whether you're building projects for fun or working on professional applications, this tutorial will provide you with the knowledge and tools you need.
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Tools & Libraries Used:
Python
PyTorch
Supervision
Ultralytics
OpenCV
Deep SORT
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Видео Object Tracking | YOLO v10 | Deep SORT канала Data Science with GAGAN