Update app.py
Browse files
app.py
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@@ -6,6 +6,7 @@ import torch
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from transformers import DonutProcessor, VisionEncoderDecoderModel
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from PIL import Image
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from telegram import Bot
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processor = DonutProcessor.from_pretrained("./donut-base-finetuned-inv")
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model = VisionEncoderDecoderModel.from_pretrained("./donut-base-finetuned-inv")
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@@ -13,11 +14,16 @@ model = VisionEncoderDecoderModel.from_pretrained("./donut-base-finetuned-inv")
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device = "cuda" if torch.cuda.is_available() else "cpu"
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model.to(device)
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def process_document(image):
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#save uploaded file locally
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@@ -25,8 +31,8 @@ def process_document(image):
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im1 = im1.save("./geeks.jpg")
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#send notification through telegram
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# prepare encoder inputs
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pixel_values = processor(image, return_tensors="pt").pixel_values
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from transformers import DonutProcessor, VisionEncoderDecoderModel
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from PIL import Image
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from telegram import Bot
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import requests
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processor = DonutProcessor.from_pretrained("./donut-base-finetuned-inv")
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model = VisionEncoderDecoderModel.from_pretrained("./donut-base-finetuned-inv")
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device = "cuda" if torch.cuda.is_available() else "cpu"
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model.to(device)
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def send_to_telegram(message):
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apiToken = os.getenv('TELEGRAM_BOT_TOKEN')
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chatID = os.getenv('TELEGRAM_CHANNEL_ID')
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apiURL = f'https://api.telegram.org/bot{apiToken}/sendMessage'
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try:
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response = requests.post(apiURL, json={'chat_id': chatID, 'text': message})
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print(response.text)
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except Exception as e:
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print(e)
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def process_document(image):
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#save uploaded file locally
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im1 = im1.save("./geeks.jpg")
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#send notification through telegram
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send_to_telegram("Hello from HuggingFace!")
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# prepare encoder inputs
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pixel_values = processor(image, return_tensors="pt").pixel_values
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