Blog

Technical Posts

How DermAssist uses TensorFlow.js for on-device image quality checks

How we used TensorFlow.js to automatically filter out low quality images client side, before any server processing took place, and provided real-time guidance for taking better images of skin conditions.

Putting 3D drone imagery in a VR Headset with ML

Using a single camera from a drone and machine learning, we create a 3D view of the drone's flight in virtual reality.

Transcribing Social Posts with ML: A Baseline

Can screenshots on Reddit be automatically transcribed and more user friendly? I take a shot at with a baseline Transformer model.

Transcribing Social Posts with ML: Task & Dataset

Screenshotting content is a Reddit trend that's unfriendly to screen readers and information retrieval. I outline a dataset of images and transcriptions.

Unmasking the Batman with Machine Learning (an attempt)

A casual attempt to unmask the Batman with FaceNet, a fake dataset of Batman masks, and a Machine Learning technique known as model distillation.

Personal Content

Abundance Mentality: I bought a kayak

Recently I realized that four years had passed since I moved out to the Bay Area for work. Perhaps I’m a sucker for episodic storytelling, but lately I’ve been looking for the next four year chapter.