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TensorFlow tutorial Part2 Sungjoon Choi ([email protected])

TensorFlow Tutorial Part2

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Page 1: TensorFlow Tutorial Part2

TensorFlow tutorialPart2

Sungjoon Choi([email protected])

Page 2: TensorFlow Tutorial Part2

Part1: TensorFlow tu-torial

Handling imagesLogistic regressionMulti-layer perceptronConvolutional neural network

Page 3: TensorFlow Tutorial Part2
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Overview1. Load custom dataset

2. Define Logistic regression model

3, Define func-tions

4. Train the model

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Load packages

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Load custom dataset

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Define Logistic regression model

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Define functions

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Train the model

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Review1. Load custom dataset

2. Define Logistic regression model

3, Define func-tions

4. Train the model

Page 12: TensorFlow Tutorial Part2

Part1: TensorFlow tu-torial

Handling imagesLogistic regressionMulti-layer perceptronConvolutional neural network

Page 13: TensorFlow Tutorial Part2
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Load packages

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Load custom dataset

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Define MLP model

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Define functions

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Train the model

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Review1. Load custom dataset 2. Define MLP

model

3. Define func-tions

4. Train the model

Page 20: TensorFlow Tutorial Part2

Part1: TensorFlow tu-torial

Handling imagesLogistic regressionMulti-layer perceptronConvolutional neural network

Page 21: TensorFlow Tutorial Part2

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Load packages

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Load custom dataset

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Define CNN model (1/2)

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Define CNN model (2/2)

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Define functions

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Train the model

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Comparisons