vipinn123 / traffic_sign_classifier Goto Github PK

• shape variable, used in initializing Weight_1 to use tensor variable. Currently output variable directly used

• Add dropout

• Save the Training Images into a temporary folder

• Get an understanding of Image Quality

• Get an understanding of the significance of image depth.

• Explore Histogram based statistical analysis

• Get the distribution of labels in train, valid and test

• Balance Images

• Sharpen Images

• Rotate Images

• Flip Images

• Skew Images

Test the accuracy on the test set

• Download images

• Resize to 32 x 32

• Create pickle

• Test Accuracy

• Convert to Gray Scale

• Normalize

• Sampling

• Shuffle

• One Hot Representation

• Plot Loss Function

• Plot Loss Function Divergence

• Plot Accuracy

Get the data into the code.