TensorFlow for Computer Vision #2 - Training an Image Classifier with ANNs | Better Data Science

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Can you train an image classifier with Artificial Neural Networks and Dense layers only? You can, but you shouldn’t. This video will show you all the reasons why Artificial Neural Networks aren’t a go-to tool for training image classification models, and why you should opt for Convolutional Neural Network Models with TensorFlow instead.

00:00 Introduction
00:57 Image and dataset preparation
09:08 Converting image data to tabular data
17:13 Training a model
22:23 Outro

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  1. Better Data Science
  2. data science
  3. tensorflow
  4. deep learning
  5. computer vision
  6. python
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Комментарии
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I really enjoy how you are going through this process. Very informative and pragmatic.

paulerickson
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Thanks man for creating these wonderful introductory sessions.
It would be great if your each video's code can run independently. And the viewer may choose to go back and watch the previous lesson video or not.
Have a great time.

Listner