AI Summer Harvest

Getting Your Fill

Fergus Fettes

Feb 8, 2023

September 24, 2014

Introduction

Introduction

Artificial What?

• Artificial Intelligence
• Machine Learning
• Superintelligence
• Whatever– show me the dirt

Artifical When?

Artificial How?

Artificial How?

That Sounds Quite Hard Actually

Free Online Training

But Don’t You Need to Spend Tonnes of Money Training the Model

Open Source Models

Don’t you Need an Expensive GPU

The following websites and companies offer considerable quantities of free GPU processing time online:

• Kaggle (30h/week)

• Google Cloud ($300 startup bonus)

• Modal ($10/month)

• HuggingFace (unspecified, but high limits and free hosting)

• Google Collab (unspecified, plenty of free GPU time)

• Paperspace (unspecified, ‘free instances’, varies)

• Amazon Sagemaker (2-6 months of free stuff)

• Microsoft Azure ($100 startup bonus)

• Vast (some free credit)

Wait, Who is Paying for This?

Demo

• Segment Anything Official
• Segment Anything Real
• YOLO Demo

How Easy is it Really?

How Easy is it Really?

How Easy is it Really?

How Easy is it Really?

How Easy is it Really?

Demo Links

• Poe (Various Chats)
• Stable Diffusion Bot

More Demos!

• Machine Learning for Artists
• Teach a Machine via Webcam
• Rock Paper Scissors
• Mobile Monocular

Technical Demos

• Tensorflow Playground
• Model Zoo
• Awesome Collab Notebooks
• Papers With Code