Albumentations Tutorial for Data Augmentation (Pytorch focused)
Albumentations is the way to go. I really like this library and I think you will too! ❤️ Support the channel ❤️ / @aladdinpersson Paid Courses I recommend for learning (affiliate links, no extra cost for you): ⭐ Machine Learning Specialization https://bit.ly/3hjTBBt ⭐ Deep Learning Specialization https://bit.ly/3YcUkoI 📘 MLOps Specialization http://bit.ly/3wibaWy 📘 GAN Specialization https://bit.ly/3FmnZDl 📘 NLP Specialization http://bit.ly/3GXoQuP ✨ Free Resources that are great: NLP: https://web.stanford.edu/class/cs224n/ CV: http://cs231n.stanford.edu/ Deployment: https://fullstackdeeplearning.com/ FastAI: https://www.fast.ai/ 💻 My Deep Learning Setup and Recording Setup: https://www.amazon.com/shop/aladdinpe... GitHub Repository: https://github.com/aladdinpersson/Mac... ✅ One-Time Donations: Paypal: https://bit.ly/3buoRYH ▶️ You Can Connect with me on: Twitter - / aladdinpersson LinkedIn - / aladdin-persson-a95384153 Github - https://github.com/aladdinpersson Image stolen from this awesome article: / multi-target-in-albumentations Timestamps: 0:00 - Introduction 1:21 - Augmentation for Classification 9:11 - Augmentation for Segmentation 11:55 - Augmentation for Detection 21:35 - Full PyTorch Example 31:05 - Ending
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