Vaisakh-Babu / ASL_Alphabet_Classification

ASL_Alphabet_Classification

Problem Statement

For a given image of a road, classify whether it contains potholes or not.

Data

The data set is a collection of images of alphabets from the American Sign Language, separated in 29 folders which represent the various classes. Source: https://www.kaggle.com/grassknoted/asl-alphabet

Approach

preprocessing module from Keras is used to load and scale the images into same size(200,200,3). A VGG16 architecture is used to build the neural network. The model is able to give 95% accuracy.