AyaTonic / app.py
tonic
Merge branch 'main' of https://huggingface.co/spaces/MultiTransformer/AyaTonic
9ffc199
import gradio as gr
from gradio_rich_textbox import RichTextbox
from PIL import Image
from surya.ocr import run_ocr
from surya.model.detection.segformer import load_model as load_det_model, load_processor as load_det_processor
from surya.model.recognition.model import load_model as load_rec_model
from surya.model.recognition.processor import load_processor as load_rec_processor
image = Image.open(IMAGE_PATH)
langs = ["en"] # Replace with your languages
det_processor, det_model = load_det_processor(), load_det_model()
rec_model, rec_processor = load_rec_model(), load_rec_processor()
predictions = run_ocr([image], [langs], det_model, det_processor, rec_model, rec_processor)