| Topic | Description & Objectives | Resource |
|---|---|---|
| Slides | Practical AI | Open |
| Custom Datasets & Augmentations | Learn to build custom Dataset classes for raw images and apply image augmentations using the Flowers Recognition dataset | Colab |
| Exercise 1 | Working with Different Dataset Structures | Colab Solutions |
| Transfer Learning | Cats & Dogs classification using a pretrained EfficientNet model with fine-tuning techniques | Colab |
| Exercise 2 | CIFAR-10 Classification using a pre-trained VGG model | Colab Solutions |
| Image Search | Implement image search using EfficientNetV2 for feature extraction and PCA for dimensionality reduction with cosine similarity | Colab |
