All Katas - ML Katas

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Neural Style Transfer

this month hard (>1 hr) | style transfer vgg loss image

Implement **Neural Style Transfer**. Given a content image and a style image, generate a new image that combines the content of the former with the style of the latter. Use a pre-trained VGG...
Transfer Learning with a Pre-trained Model

this month medium (<1 hr) | cnn transfer learning resnet fine-tuning

Fine-tune a **pre-trained model** (e.g., `resnet18` from `torchvision.models`) on a new, small image classification dataset (e.g., `CIFAR-10`). You'll need to freeze the weights of the initial...