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wanna build your own image classifier eh? Well in this tutorial you’re going to learn how to do exactly SCRATCH using Python, Tensorflow and Keras. But best yet, you can do it on virtually any dataset. Go on, give it a go!
Links
Sigmoid Activation:
Relu Activation: (neural_networks)
Image Downloader Extension:
Conv2D Layer:
MaxPooling Layer:
Chapters
0:00 - Start
0:28 - Explainer
1:19 - PART 1: Building a Data Pipeline
3:08 - Installing Dependencies
8:30 - Getting Data from Google Images
23:12 - Load Data using Keras Utils
33:22 - PART 2: Preprocessing Data
35:56 - Scaling Images
42:23 - Partitioning the Dataset
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