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Android Machine Learning with TensorFlow Lite and tf.Keras

L8 - E2E: Image Classifier - Training

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L9 - E2E: Image Classifier - Model Conversion
05:58
Margaret Maynard-Reid
GDE

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L7 - E2E: Image Classifier - Data
05:20
Margaret Maynard-Reid
GDE

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This lesson covers how to train the image classifier with tf.Keras:
- Define a model architecture.
- Train the model.
- Validate the trained model.

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Margaret Maynard-Reid
GDE
Margaret Maynard-Reid

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Lessons in Android Machine Learning with TensorFlow Lite and tf.Keras

1. L0 - Course Overview
00:58
Margaret Maynard-Reid
GDE
2. L1 - Google Colab Basics
03:24
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3. L2 - Python Basics
03:34
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GDE
4. L3 - Numpy Basics
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04:10
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5. L4 - Matplotlib Basics
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03:18
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GDE
6. L5 - Intro to Deep Learning
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03:58
Margaret Maynard-Reid
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7. L6 - Intro to TensorFlow 2.0 and tf.Keras
Pro
03:15
Margaret Maynard-Reid
GDE
8. L7 - E2E: Image Classifier - Data
Pro
05:20
Margaret Maynard-Reid
GDE
9. L8 - E2E: Image Classifier - Training
Pro
06:40
Margaret Maynard-Reid
GDE
10. L9 - E2E: Image Classifier - Model Conversion
Pro
05:58
Margaret Maynard-Reid
GDE
11. L10 - E2E: Deploy the TFLite model to Android
Pro
06:20
Margaret Maynard-Reid
GDE