Scalable Image Deduplication With Spark

Make sure to check out the databricks notebook for this post! Modern internet companies maintain many image/video assets rendered at various resolutions to optimize content delivery. This demand gives rise to very interesting optimization problems. Groups like Netflix have even taken steps to personalize the images presented to each user, but as they describe, this involves subproblems in organizing the collection of images. In particular, Netflix researchers described extracting image metadata to help cluster near duplicate images so they could more efficiently apply techniques like contextual bandits for image personalization....

 · 2 min · Terry Rodriguez & Salma Mayorquin

Human Activity Recognition with Pose Estimation

Check out the repo and enjoy the video on YogAI and ActionAI Wanting a personal trainer to help track our fitness goals, we figured we could build our own. The goal was to build an application that could track how we were exercising and began with Yoga as a simple context. We dubbed our first iteration of this application as YogAI. We thought about the YogAI concept for some time....

 · 7 min · Terry Rodriguez & Salma Mayorquin