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CDCgov / ReportVision

Intelligent Data Workflow Automation
Apache License 2.0
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Evaluate Hugging Face Models #132

Open arinkulshi-skylight opened 2 months ago

arinkulshi-skylight commented 2 months ago

Currently we are using trocr-base-printed. Identify 3 other models and evaluate our OCR pipeline using these models. The model can be changed in the ocr/services/image_ocr.py file.

Metrics : Feel free to use the functions in the metrics class to do this. services/metrics_analysis.py Data: Use at least 1 Fillable, 1 Non Fillable, 1 Lab Form, 1 Case Report form for each model

Location of all Forms, Ground Truth and Segmented Files

https://drive.google.com/drive/folders/1vG-XwFiOoRunx9eXCmd41WpAI5NCizeM

bora-skylight commented 2 months ago

@arinkulshi-skylight per our conversation, let's deprioritize this