Deep Learning - Lab - Image Classification with Transfer Learning
About
In this lab, you will:
- Load and preprocess the CIFAR-10 dataset.
- Fine-tune a pre-trained ResNet18 model for image classification.
- Evaluate the model’s performance on the test set.
Materials We Provide
| Topic | Description | Link |
|---|---|---|
| Activity | Image Classification with Transfer Learning | Link |
Prerequisites
Before this activity, you should already be able to:
- Understand and implement classification modeling algorithms
- Understand and interpret classification metrics
- Understand the principles of feedforward neural networks
Important note
Please ignore the _layouts folder and the config.yml file in the root of this repo. They are needed to make sure the repo renders well; please don’t change them or delete them and your repo will work fine :)