How to do Image Classification on Fashion MNIST Dataset using Ultralytics YOLOv8 | Episode 62

Discover the step-by-step guide to image classification with the Fashion MNIST dataset using Ultralytics YOLOv8. This tutorial covers everything from dataset overview and documentation, training the classification model on Google Colab, validation, and classifying new images. Ideal for beginners and experts alike, this guide ensures you have all the information needed to excel in image classification with the Fashion MNIST dataset.
Learn more ➡️ docs.ultralytics.com/datasets...
Key Moments 😍
0:00 - Introduction to Fashion MNIST Dataset
0:21 - Fashion MNIST Dataset Overview and Documentation
1:58 - Image classification with Fashion MNIST Dataset using Google Colab
2:57 - Train Ultralytics YOLOv8 classification model on Fashion MNIST Dataset
9:30 - Validation of Fashion MNIST Image classification model using Ultralytics Package
10:15 - Classification of new images with Fashion MNIST classification model
13:20 - Summary and Conclusion
Ultralytics ⚡ resources
- About Us - ultralytics.com/about
- Join Our Team - ultralytics.com/work
- Contact Us - ultralytics.com/contact
- Discord - / discord
- Ultralytics License - ultralytics.com/license
YOLOv8 🚀 resources
- GitHub - github.com/ultralytics/ultral...
- Docs - docs.ultralytics.com/

[@NicolaiAI]

This shows how powerful AI models are with very few pixels

[@Ultralytics]

Thank you for your comment! 😊 Indeed, it's amazing how powerful AI models like YOLOv8 can be, even with datasets like Fashion MNIST that have relatively low resolution. If you're interested in diving deeper, you can check out our documentation docs.ultralytics.com for more tutorials and resources. Happy learning! 🚀

[@m033372]

MNIST = OG of datasets haha

[@Ultralytics]

Absolutely! MNIST is indeed the classic go-to dataset for many starting out in machine learning. If you're diving into Fashion MNIST with YOLOv8, it's a fantastic way to explore more complex image classification tasks. Make sure you're using the latest versions of `torch` and `ultralytics` for the best experience. For more details, check out our documentation at docs.ultralytics.com/datasets/classify/fashion-mnist/. Happy coding! 😊