Deep Learning in Three Minutes
A primer for scientists on what deep learning is and how it’s used for computer vision tasks.
Tutorials
A small collection of tutorials, guides, and recommendations for image analysis and related topics.
Do you really need to use deep learning?
How to decide.
Why you should not use r or R^2 to gauge model quality
Foobar snarble
Fizz Bang Identity
Fizz Bang design system including logo mark, website design, and branding applications.
Gauging model quality
How do you decide if a model is performing well or not?
Glossary of Machine Learning Terms
A dumping ground for glossary terms that I may expand at a later date.
You should learn scikit-image before learning OpenCV
If you are a plant scientist looking to build skills in computer vision/image analysis, you will naturally wonder where to start. There are three places to s...
Precision, Recall, and F1
A short guide to the three most fundamental model metrics.
Scribe demo
A short Scribe tutorial, exported as a Markdown file with zero modification.