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a176aa6 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 | import gradio as gr
from Backend.OCR.Dynamic.VideoOCR import gradio_video_ocr_processing
def createVideoOcrInterface():
"""
Create an interface for OCR in a video.
The interface allows users to upload a video, and the model will return an annotated video with bounding boxes and detected text.
"""
return gr.Interface(
fn=gradio_video_ocr_processing,
inputs=gr.Video(label="Upload Video File (.mp4)"),
outputs=[
gr.Video(label="Annotated Video"),
gr.Textbox(label="Gemini Full Response"),
gr.JSON(label="Parsed Output")
],
title="OCR in Video",
description=(
"Upload a video for OCR. The model will process the video "
"and return an annotated version with bounding boxes and detected text."
"It will also process the text with Gemini LLM for manufacturing, expiry date and MRP predictions."
),
examples=None,
allow_flagging="never",
live=False,
)
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