Microsoft's 1.4 Billion Global ML Building Footprints

I walk through Microsoft's Global ML Building Footprints Dataset.

ICEYE's Satellite Imagery

I try to detect aircraft in ICEYE's SAR imagery of Doha International Airport using SARDet_100K and MSFA.

Satellites Spotting Aircraft

I try to detect aircraft in Umbra's SAR imagery of Bangkok Airport using SARDet_100K and MSFA.

AI-Extracted Asian Building Footprints

I explore the results of a new model that aims to extract building footprints from Google Maps' Satellite Imagery.

Satellites Spotting Ships

I train a model using YOLOv5 to detect ships in Umbra's Open Satellite Feed.

HeavyIQ: Understanding 220M Flights with AI

HEAVY.AI's GPU-powered database can now understand English, not just SQL.

Segmenting Satellite Images

I identify objects in aerial and phone camera imagery using Meta AI's Segmentation Model.

Asking a Large Language Model How YouTube Works

I ask Platypus2 13B questions about a PDF.

Doom Bots in TensorFlow

I walk through using TensorFlow to train AI Bots to play Doom, a classic first-person shooter.

TensorFlow on a GTX 1080

I walk through setting up TensorFlow, a Deep Learning Framework, on Ubuntu 16 with an Nvidia GTX 1080 and use it to build "Deep Fizz buzz".

Recommendation Engine built using Spark and Python

An end-to-end guide to building a film recommendation engine.