CNN , Dataset by MyPath

Train/Validation split

1. Import  Dataset (folders Train/test)

2. append list

Load the labels  , Image pre-processing

1. labelencoder()  and one-hot img

model

1. Sequential

2. CNN model

3. MaxPooling

4. Dropout

5. Flatten

6. summary()

Train

1. compile

2. fit

Result

1. evaluate()

2. predict_classes()

3. crosstab()

4. heatmap

5. Use another img to test….. one by one

                                                          Use Digraph to plot the path flow from python 

script code

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2 epoches

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Img mistaken cause by Train epoches , dataset

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