Hugging Face Transformers

BERT: Bidirectional Encoder Representations from Transformers – Unlocking the Power of Deep Contextualized Word Embeddings

In this article, we go through the introduction to BERT, including, its architecture, pretraining strategy, and inference

Hugging Face Transformers, Language Models, NLP

Fine Tuning TrOCR – Training TrOCR to Recognize Curved Text

In this article, we are fine tuning the TrOCR Small Printed model on the SCUT CTW1500 dataset to improve its performance on curved text.

Hugging Face Transformers, OCR, Transformer Neural Networks, Vision Transformer

TrOCR – Getting Started with Transformer Based OCR

In this article, we explore TrOCR architecture, models, training strategy and run inference using HuggingFace.

Hugging Face Transformers, OCR, Transformer Neural Networks