Ocrmnist
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Ocrmnist
Developed by vanshp123
An optical character recognition model based on Hugging Face Transformers, specifically designed for recognizing MNIST-style digit images
Downloads 16
Release Time : 11/6/2023
Model Overview
This model utilizes a pre-trained TrOCR architecture for efficient OCR functionality, suitable for extracting digit text from images
Model Features
Efficient Digit Recognition
Specially optimized for recognizing MNIST-style digit images
Pre-trained Model
Fine-tuned based on Microsoft's TrOCR base model, with excellent OCR capabilities
Easy to Use
Provides a simple API interface through Hugging Face Transformers
Model Capabilities
Digit recognition in images
MNIST-style image processing
Optical character recognition
Use Cases
Document Digitization
Handwritten Digit Recognition
Recognize handwritten digits in scanned documents or images
Accurately extract digit text content
Form Processing
Table Digit Extraction
Extract digit information from tables or forms
Automated data entry
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