Jan 05 2024

Fine-tuning my first ML models

Exploring two ResNet classifiers in fastai's course.

I've been working through fastai's course and recently trained two image classifiers to put the concepts into practice.

The first model identifies one of four classic guitar models from a photo. Here's the code.

My second project is a season classifier, which predicts the season in a landscape image. The project code is available here.

These projects were fun and a lot easier than I expected to code and deploy a working model. I have quite a few ideas for future work and am looking forward to more machine learning projects.