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PyTorch Vision Transformer - Guide to Fine-Tuning for Object Identification

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Overview

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Learn to fine-tune a pre-trained Vision Transformer (ViT) for object identification through a hands-on coding tutorial in Google Colab. Follow along in real-time to implement a system that can identify various objects like helicopters, cars, and biological systems using PyTorch. Master efficient fine-tuning techniques while working with a provided Jupyter notebook from HuggingFace, incorporating best practices for data handling, augmentation, and regularization in Vision Transformers. Access comprehensive resources including the official Google Vision Transformer repository, HuggingFace's detailed blog post, and academic research on ViT training methodologies to deepen your understanding of the implementation process.

Syllabus

PyTorch ViT: The Ultimate Guide to Fine-Tuning for Object Identification (COLAB)

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