TensorFlow tutorialPart2

Sungjoon Choi(sungjoon.choi@cpslab.snu.ac.kr)

Part1: TensorFlow tu-torial

Handling imagesLogistic regressionMulti-layer perceptronConvolutional neural network

5

Overview1. Load custom dataset

2. Define Logistic regression model

3, Define func-tions

4. Train the model

6

Load packages

7

Load custom dataset

8

Define Logistic regression model

9

Define functions

10

Train the model

11

Review1. Load custom dataset

2. Define Logistic regression model

3, Define func-tions

4. Train the model

Part1: TensorFlow tu-torial

Handling imagesLogistic regressionMulti-layer perceptronConvolutional neural network

14

Load packages

15

Load custom dataset

16

Define MLP model

17

Define functions

18

Train the model

19

Review1. Load custom dataset 2. Define MLP

model

3. Define func-tions

4. Train the model

Part1: TensorFlow tu-torial

Handling imagesLogistic regressionMulti-layer perceptronConvolutional neural network

21

22

23

Load packages

24

Load custom dataset

25

Define CNN model (1/2)

26

Define CNN model (2/2)

27

Define functions

28

Train the model

29

Comparisons