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By - Nicolai Nielsen

YOLOv10: Train a Custom Model and Run Inference on Live Webcam

YOLOv10: Train a Custom Model and Run Inference on Live Webcam

Nicolai Nielsen

0 mins
38894+ students

šŸ“ About This Course

Inside my school and program, I teach you my system to become an AI engineer or freelancer. Life-time access, personal help by me and I will show you exactly how I went from below average student to making $250/hr. Join the High Earner AI Career Program here šŸ‘‰ https://www.nicolai-nielsen.com/aicareer (PRICES WILL INCREASE SOON) You will also get access to all the technical courses inside the program, also the ones I plan to make in the future! Check out the technical courses below šŸ‘‡ ___________________________________________________________ In this video šŸ“ we are going to take a look at how to Train a Custom YOLOv10 Model and Run Inference on Live Webcam. We will cover the whole computer vision training pipeline from dataset generation with webcam, labelling with Roboflow, export and train in Google Colab notebook with free GPU. After training, we take a look at the results and evaluate the model. Then we jump into a python script and write the inference code line by line and run it on a live webcam with detections. If you enjoyed this video, be sure to press the šŸ‘ button so that I know what content you guys like to see. ___________________________________________________________ šŸ›  Freelance Work: https://www.nicolai-nielsen.com/nncode ___________________________________________________________ šŸ’»šŸ’°šŸ›  High Earner AI Career Program: https://www.nicolai-nielsen.com/aicareer šŸ‘Øā€šŸ’» Learn Software Engineering instead with my good friend Tech with Tim: https://coursecareers.com/a/NicolaiAI?course=software-dev-fundamentals šŸ“ˆ Investment Course: https://www.nicos-school.com/p/investment-course āš™ Real-world AI Technical Courses: (https://www.nicos-school.com) šŸ“— OpenCV GPU in Python: https://www.nicos-school.com/p/opencv-gpu-course šŸ“• YOLOv7 Object Detection: https://www.nicos-school.com/p/yolov7-custom-object-detection-with-deployment šŸ“’ Transformer & Segmentation: https://www.nicos-school.com/p/transformer-and-segmentation-course šŸ“™ YOLOv8 Object Tracking: https://www.nicos-school.com/p/yolov8-object-tracking-course šŸ“˜ Research Paper Implementation: https://www.nicos-school.com/p/research-paper-implementation šŸ“” CustomGPT: https://www.nicos-school.com/p/customgpt-course ___________________________________________________________ šŸ“ž Connect with Me: 🌳 https://linktr.ee/nicolainielsen šŸŒ My Website: https://www.nicolai-nielsen.com/ šŸ¤– GitHub: https://github.com/niconielsen32 šŸ‘‰ LinkedIn: https://www.linkedin.com/in/nicolaiai 🐦 X/Twitter: https://twitter.com/NielsenCV_AI šŸŒ† Instagram: https://www.instagram.com/nicolaicodes/ ___________________________________________________________ šŸ‡¦šŸ‡Ŗ Want to move to Dubai and get visa? - Book a free consultation: https://www.genzoneconsulting.com/meetings/schedule-session/nny ___________________________________________________________ šŸ“· My camera calibration software, CharuCo Boards, and Checker boards Link to webshop: https://camera-calibrator.com ___________________________________________________________ Timestamps: 00:00 Introduction 00:32 YOLOv10 GitHub Repository 02:07 Generate Dataset 05:01 Upload Dataset to Roboflow 05:37 Annotate Images 06:29 Create Dataset 07:36 Export Dataset 08:04 Install YOLOv10 09:52 Inference Pretrained Model 13:31 Download Dataset 14:39 Train Custom YOLOv10 Model 15:46 Training Results 18:28 Inference Live Webcam Tags: #YOLOv10 #CustomYOLOv10 #objectdetection

šŸš€ What You'll Learn

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Complete understanding of the topic

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Hands-on practical knowledge

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Real-world examples and use cases

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Industry best practices

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