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Sponsored by
APIMart
svjack / question_generator_by_en_on_pic
Model's Last Updated: April 17 2023
Introduction of question_generator_by_en_on_pic
Model Details of question_generator_by_en_on_pic
Installtion
pip install torch
pip install transformers==4.11.3
pip install opencv-python==4.6.0.66
pip install donut-python
Usage
import sys
import os
import pandas as pd
import numpy as np
import shutil
from tqdm import tqdm
import re
from donut import DonutModel
import torch
from PIL import Image
en_model_path = "question_generator_by_en_on_pic"
task_prompt = "<s_docvqa><s_question>{user_input}</s_question><s_answer>"
en_pretrained_model = DonutModel.from_pretrained(en_model_path)
if torch.cuda.is_available():
en_pretrained_model.half()
device = torch.device("cuda")
en_pretrained_model.to(device)
en_pretrained_model.eval()
print("have load !")
def demo_process_vqa(input_img, question):
#input_img = Image.fromarray(input_img)
global en_pretrained_model, task_prompt
user_prompt = task_prompt.replace("{user_input}", question)
output = en_pretrained_model.inference(input_img, prompt=user_prompt)["predictions"][0]
req = {
"question": output["answer"],
"answer": output["question"]
}
return req
img_path = "en_img.png"
demo_process_vqa(Image.open(img_path), "605-7227", )
'''
{
"question": "What is the Phone #?",
"answer": "605-7227"
}
'''
Sample Image
Runs of svjack question_generator_by_en_on_pic on huggingface.co
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More Information About question_generator_by_en_on_pic huggingface.co Model
Url of question_generator_by_en_on_pic
question_generator_by_en_on_pic huggingface.co Url
Provider of question_generator_by_en_on_pic huggingface.co
Other API from svjack
Updated:November 21 2025
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