How I Created an Animation Of the Embeddings During Fine-Tuning

How I Created an Animation Of the Embeddings During Fine-Tuning

Using Cleanlab, PCA, and Procrustes to visualize ViT fine-tuning on CIFAR-10

In the field of machine learning, Vision Transformers (ViT) are a type of model used for image classification. Unlike traditional convolutional neural networks, ViTs use the transformer architecture, which was originally designed for natural language processing tasks, to process images. Fine-tuning these models, for optimal performance can be a complex process.

In a previous article, I used an …

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