YOLOR Object Detection Tutorials - You Only Learn One Representation

Overview

Dive into a comprehensive tutorial series on YOLOR (You Only Learn One Representation) object detection. Learn to implement YOLOR on various platforms, including Google Colab, GPU, and CPU, for both image and webcam applications. Explore advanced topics such as integrating YOLOR with DeepSORT for multi-object tracking, creating computer vision dashboards using StreamLit, and applying YOLOR to real-world scenarios like automatic number plate recognition, weed detection, and card counting. Gain insights into overcoming challenges in AI model training and discover techniques for vehicle speed calculation, hardhat detection, and contactless heart rate monitoring. Develop practical skills in rapid web development, recreating Apple's Center Stage feature, and implementing YOLOR in Unity for game development. Master the latest advancements in computer vision, including YOLOX integration, lane detection, and eye gaze correction, to enhance your expertise in object detection and tracking.

Syllabus

Is YOLOR Better and Faster than YOLOv4? | You Only Learn One Representation.
How to Run YOLOR Object Detection in COLAB | FREE CLOUD GPU.
How to Run YOLOR Object Detection on GPU and CPU - Images and Webcam Tutorial.
How to get a JOB or FREELANCE in Computer Vision with YOLOR PRO - [COURSE PRE-LAUNCH].
Automatic Number Plate Recognition Tutorial for Beginners | ANPR.
Python YOLOR + DeepSORT + StreamLit Computer Vision Dashboard Tutorial.
Python Weeds Detection using YOLOR - OpenCV | 2021.
4 Problems with Training AI Models In Colab | OpenCV Python | Computer Vision 2021.
YOLOR + DeepSORT Multi Object Tracking | OpenCV Python DEMO.
YOLOR (You Only Learn One Representation) Object Detection Tutorial Series [Coming SOON] #SHORTS.
Blackjack Card Detection & Counting using YOLO-R, OpenCV Python | 2021.
YOLOR Card Object Detection DEMO #SHORTS.
LIONEL MESSI vs. YOLOR + DeepSORT Object Tracking DEMO.
Vehicle Speed Calculation - Using YOLOR and DeepSORT DEMO.
BlackJack Card Counting App using YOLOR #SHORTS.
YOLOR + DeepSORT + StreamLit for Computer Vision Analytics Dashboard.
Hardhat Detection using OpenCV Python and YOLOR.
Rapid Web development using YOLOR.
Apples Center Stage using YOLOR + DeepSORT in OpenCV Python [Demo].
Recreate Apple CenterStage in OpenCV Demo #Shorts.
YOLOX + DeepSORT + Lane Detection + Lane Car Counting + Car Speed Calculation.
Squid Game - Red Light Green Light using YOLOR + DeepSORT | OpenCV Python.
Squid Game - Red Light Green Light using YOLOR in Unity | OpenCV Python.
YOLOR Mask Detection Demo #Shorts.
Heart Rate Detection using Eulerian Magnification + YOLOR.
Contactless Heart Rate Detection using Eulerian Magnification + YOLOR.
Contactless Heart Rate Detection(Multi-Person) using Eulerian Magnification + YOLOR.
YOLOX + DEEPSORT for Multi-Object Detection and Tracking.
Measuring Objects using YOLOR.
Eye Gaze Correction.