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TensorFlow Tutorial 13 - Data Augmentation
ChannelAladdin PerssonDescription from the creator
In this video we go through how to perform data augmentation on your dataset and show two ways of doing it. The primary method is by first having a TF Dataset and applying a map augment function that is applied to each image. The second method (on newer versions of TF 2.3.0) you can make it part of your model.
Links mentioned for docs mentioned in video:
tensorflow.org/api_docs/python/tf/image
tensorflow.org/api_docs/python/tf/keras/layers/…
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Links mentioned for docs mentioned in video:
tensorflow.org/api_docs/python/tf/image
tensorflow.org/api_docs/python/tf/keras/layers/…
❤️ Support the channel ❤️
youtube.com/channel/UCkzW5JSFwvKRjXABI-UTAkQ/jo…
Paid Courses I recommend for learning (affiliate links, no extra cost for you):
⭐ TensorFlow Specialization bit.ly/3FmEVK1
⭐ Machine Learning Specialization bit.ly/3hjTBBt
⭐ Deep Learning Specialization bit.ly/3YcUkoI
📘 MLOps Specialization bit.ly/3wibaWy
📘 GAN Specialization bit.ly/3FmnZDl
📘 NLP Specialization bit.ly/3GXoQuP
✨ Free Resources that are great:
NLP: web.stanford.edu/class/cs224n/
CV: cs231n.stanford.edu/
Deployment: fullstackdeeplearning.com/
FastAI: fast.ai/
💻 My Deep Learning Setup and Recording Setup:
amazon.com/shop/aladdinpersson
GitHub Repository:
github.com/aladdinpersson/Machine-Learning-Coll…
✅ One-Time Donations:
Paypal: bit.ly/3buoRYH
▶️ You Can Connect with me on:
Twitter - twitter.com/aladdinpersson
LinkedIn - linkedin.com/in/aladdin-persson-a95384153/
Github - github.com/aladdinpersson
About this tutorial
Aladdin Persson published this 15:40 video tutorial on September 14, 2020. It has been watched 26,965 times on YouTube.
- Channel
- Aladdin Persson
- Category
- Education
- Duration
- 15:40
- Published
- September 14, 2020
- Views
- 26,965
- Likes
- 378
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This tutorial in other languages
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