AI/HUBActivation Functions — Part 2: Types of Non-Linear FunctionsIn this post we will build upon our knowledge of activation functions from Part 1 of this series. Specifically we will discuss various…Apr 26, 2019Apr 26, 2019
AI/HUBHand Gesture RecognitionThis post closely follows code and content found in an original tutorial produced by Sadaival Singh and can be visited at the below link:Apr 10, 2019Apr 10, 2019
AI/HUBActivation Functions — Part 1: The BasicsThe following post draws from content found at the below link originally written by Aditya Sharma.Mar 14, 2019Mar 14, 2019
AI/HUBSeq2SeqWith Part-of-Speech Tagging and Chunking covered in the previous post, it is time to dig into deep learning using neural networks (NN). It…Mar 8, 2019Mar 8, 2019
AI/HUBPlanes, Trains and Automobiles — Part 2: Multiple Classification Exercise with…OverviewFeb 21, 2019Feb 21, 2019
AI/HUBVoice Assistant Boilerplate & APIIf you’ve ever wondered, “How would I make my own voice assistant?”, this is the post for you!Feb 13, 2019Feb 13, 2019
AI/HUBPlanes Trains and Automobiles — Part 1: Multiple Classification Output with Multi-Binarized LabelsOverviewFeb 6, 20191Feb 6, 20191
AI/HUBPart-of-Speech Tagger & ChunkerLanguage is reliant on a structure to communicate and convey an idea. Meaning we can identify patterns in language if we understand the…Jan 30, 2019Jan 30, 2019
AI/HUB3D Reconstruction with Stereo Images — Part 4: Depth MapThe following will wrap up our series on 3D reconstruction. Our goal will be to visualize the depth of objects found in a set of stereo…Jan 24, 20192Jan 24, 20192
AI/HUBEmbeddingsWhen embedding our tokens into the embedding space, they are given weights relative to each other. In general terms, the weights are…Jan 16, 2019Jan 16, 2019