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import gradio as gr | |
import subprocess | |
import torch | |
import directories as Dir | |
import process as ps | |
#torch.hub.download_url_to_file('https://huggingface.co/spaces/Nebulae000/NoteCrawling/blob/main/noteimg2.jpg', 'noteimg2.jpg') | |
def HCR(im): | |
ps.textDetection(im) | |
ps.textRearrange() | |
ps.textRecognition() | |
hcr = ps.getHcrResult(Dir.txt_file_path) | |
#subprocess.call('cd'+ Dir.yolo_dir, shell=True) | |
#clearDir() | |
return hcr | |
title = "HCR" | |
description = "[Postech X KITA] Elite Undergradute AI Strategy Program | AI Project Competition Team 2 OCR Part" | |
article = "<p style='text-align: center'> Handwritten Text Character Recognition Task \n" \ | |
"Text Detection + Text Rearrangement + Text Recognition\n" \ | |
"For More Information\n" \ | |
"<a href='https://bandalcom.github.io/'>GitBlog</a> | " \ | |
"<a href='https://github.com/bandalcom/Postech+KITA_AI-Project'>Source code</a></p>" | |
#<a href='https://github.com/bandalcom/Postech+KITA_AI-Project'>Source code</a> | |
#examples = [['zidane.jpg'], ['bus.jpg']] | |
torch.hub.download_url_to_file('https://ibb.co/JyMt31q', 'noteimg1.jpg') | |
examples = [['noteimg1.jpg']] | |
#examples=examples, | |
gr.Interface(fn=HCR, inputs="image", outputs = "text", title=title, description=description, examples=examples, article=article, analytics_enabled=False).launch( | |
debug=True) |