Light on Math Machine Learning: Intuitive Guide to Convolution Neural Networks

This is the second article on my series introducing machine learning concepts with while stepping very lightly on mathematics. If you missed previous article you can find in here. Fun fact, I’m going to make this an interesting adventure by introducing some machine learning concept for every letter in the...

Bringing Computer Vision datasets to a Single Format: Step towards Consistency

Hey Folks, Required Libraries and Versions: Python: 3.x Numpy: 1.12 Scipy: 0.18 h5py xml.etree.ElementTree multiprocessing PIL six.moves.cPickle functools Introduction When you have a good working algorithm and you want to test your masterpiece on some dataset, almost always have to spend quite a lot of time on actual loading and...

Convolutional Neural Networks: Mayor of the Visionville

Hey there, Introduction If you are a computer vision fanatic like me, I don’t think I need to convince you about the potent of CNNs. But let me take a shot at it anyway! Convolutional Neural Networks (CNNs) are unrivaled when it comes to computer vision tasks. Given their ability...