PROJECT · Advanced
Hierarchical Grocery Product Classification
Classify real store-shelf photos into a three-level product taxonomy -- department, product class, variety -- well enough to power a self-checkout that suggests the right produce button.
Before you start
These courses cover the foundations you’ll use.
Already comfortable with these topics? Go straight to the project.
You’re ready when you can…
- Load images and prepare batches in PyTorch.
- Adapt a pretrained image classifier.
- Evaluate fine-grained classes and their parent categories.
Prerequisites are recommendations, not requirements.