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TensorFlow Tutorial Part2

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Sungjoon Choi
Sungjoon Choi

Image Classification using Custom Dataset (No More MNIST!)

1 of 29
TensorFlow tutorial Part2 Sungjoon Choi (sungjoon.choi@cpslab.snu.ac.kr)
Part1: TensorFlow tutorial Handling images Logistic regression Multi-layer perceptron Convolutional neural network
Overview 5 1. Load custom dataset 2. Define Logistic regression model 3, Define functions 4. Train the model
Load packages 6
Load custom dataset 7
Define Logistic regression model 8
Define functions 9
Train the model 10
Review 11 1. Load custom dataset 2. Define Logistic regression model 3, Define functions 4. Train the model
Part1: TensorFlow tutorial Handling images Logistic regression Multi-layer perceptron Convolutional neural network
Load packages 14
Load custom dataset 15
Define MLP model 16
Define functions 17
Train the model 18
Review 19 1. Load custom dataset 2. Define MLP model 3. Define functions 4. Train the model
Part1: TensorFlow tutorial Handling images Logistic regression Multi-layer perceptron Convolutional neural network
21
22
Load packages 23
Load custom dataset 24
Define CNN model (1/2) 25
Define CNN model (2/2) 26
Define functions 27
Train the model 28
Comparisons 29

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