Train Custom YOLO Object Detection Models in Google Colab 🚀

Learn step-by-step how to train your own YOLO models (YOLOv5, YOLOv8, YOLOv11) using free GPU resources in Google Colab. Perfect for beginners and advanced users alike!

Edje Electronics387.7K views21:26

About this video

Learn how to train custom YOLO object detection models on a free GPU inside Google Colab! This video provides end-to-end instructions for gathering a dataset, labeling images with Label Studio, training a YOLO model, and running it on a local computer with a customizable Python script. The video shows how to use YOLO11, but it also works with YOLOv8 and YOLOv5.

Thanks goes to HumanSignal, the creators of Label Studio, for sponsoring this video!
Learn more about Label Studio here: https://labelstud.io/?utm_source=youtube&utm_medium=video&utm_campaign=edjeelectronics

Link to Colab notebook for training models: https://colab.research.google.com/github/EdjeElectronics/Train-and-Deploy-YOLO-Models/blob/main/Train_YOLO_Models.ipynb

Want help developing vision-capable products or services for your business? My company, EJ Technology Consultants, can help! Learn more here: https://ejtech.io

0:00 - Introduction
0:57 - Gather Images
2:13 - Label Images
8:45 - Train YOLO11 Model
16:23 - Deploy Model on PC
20:35 - Conclusion

*** Other links mentioned in video ***
💻 How to Train YOLO11 Models on a Local PC: https://www.ejtech.io/learn/train-yolo-models
💪 Model Comparison Video: https://youtu.be/_WKS4E9SmkA
🐈 How to Gather and Label Training Data Video: https://youtu.be/v0ssiOY6cfg
🍓 YOLO on Raspberry Pi: https://youtu.be/z70ZrSZNi-8
👩‍💻 Train-YOLO-Models GitHub repository: https://github.com/EdjeElectronics/Train-and-Deploy-YOLO-Models
🍭 Candy Calorie Counter example in Python: https://github.com/EdjeElectronics/Train-and-Deploy-YOLO-Models/blob/main/examples/candy_calorie_counter/candy_calorie_counter.py
📷 Logitech c920 USB camera I used in this video: https://amzn.to/40Q6PK7

-------------------------------------------
Music Acknowledgements
-------------------------------------------

Blue Wednesday – Long Walk, Short Dock
Provided by Lofi Records
Watch: https://www.youtube.com/watch?v=qWCoHhsoM44
Download/Stream: https://soundcloud.com/bluewednesday
4.8

77 user reviews

Write a Review

0/1000 characters

User Reviews

0 reviews

Be the first to comment...

Video Information

Views
387.7K

Total views since publication

Likes
9.9K

User likes and reactions

Duration
21:26

Video length

Published
Jan 8, 2025

Release date

Quality
hd

Video definition

Captions
Available

Subtitles enabled

Related Trending Topics

LIVE TRENDS

This video may be related to current global trending topics. Click any trend to explore more videos about what's hot right now!

THIS VIDEO IS TRENDING!

This video is currently trending in Netherlands under the topic 'nieuwe trainer ajax'.

Share This Video

SOCIAL SHARE

Share this video with your friends and followers across all major social platforms including X (Twitter), Facebook, Youtube, Pinterest, VKontakte, and Odnoklassniki. Help spread the word about great content!