theoracle/easyocr-api

1import gradio as gr2import easyocr3import numpy as np4from PIL import Image5import torch6import spaces7 8 9# Declare reader outside the function (only once)10 11 12@spaces.GPU  # Ensures this function runs on GPU13def extract_text(image):14    reader = easyocr.Reader(['en'], gpu=True)15    result = reader.readtext(np.array(image), detail=0)16    text = "\n".join(result)17    print("OCR complete. Text:", text)18    return text19 20iface = gr.Interface(21    fn=extract_text,22    inputs=gr.Image(type="pil"),23    outputs="text",24    title="GPU OCR with EasyOCR",25    description="Upload an image. OCR runs on GPU using EasyOCR + Hugging Face Spaces."26)27 28iface.launch()29