9b / tf-float-classifier

Classify images of float numbers found within images and guess their true value

TF Float Classifier

Tensorflow classifier that can classify images with float numbers and detect the actual value.

Training Data

Several free fonts were downloaded from FontSquirrel and fed into a program to generate images of text showing 0.0 through 10.0 incremented by 0.1 steps. Each line in the training CSV is that of a float number, font used and base64 version of the generated image.

Image Details

All images are 50x50 in size, black and white in color and use a font size of 25px.