| Topic | Description & Objectives | Resource |
|---|---|---|
| Slides | Data Handling, Augmentations & Transfer Learning | Open |
| Slides (Annotated) | Annotated slides from the session | Open |
| Datasets & Augmentations | Build custom Dataset classes for raw images and apply image augmentations using the Flowers Recognition dataset | Colab |
| Transfer Learning | Cats & Dogs classification using a pretrained EfficientNet model with fine-tuning techniques | Colab |
| Exercise | Fine-tuning on the NEU Steel Surface Defects dataset | Colab Solutions |
