Update app.py
Browse files
app.py
CHANGED
@@ -170,49 +170,43 @@ def infer(request: gr.Request):
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return "No tasks found or failed to fetch tasks."
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for task in img2text_tasks:
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except Exception as e:
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print(f"Error processing task {task['id']}: {e}")
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# If error occurs, update the task status to Failed
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update_task_status('img2text', task['id'], 'Failed')
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return f"Error processing task {task['id']}: {e}"
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return "No pending tasks found."
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return "No tasks found or failed to fetch tasks."
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for task in img2text_tasks:
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try:
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image_url = task['content']['url']
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prompt = task['content']['prompt']
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print(image_url)
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print(prompt)
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# Fetch the image from the URL
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image_response = requests.get(image_url)
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image = Image.open(BytesIO(image_response.content))
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# Resize image
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max_size = 256
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width, height = image.size
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if width > height:
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new_width = max_size
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new_height = int((new_width / width) * height)
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else:
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new_height = max_size
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new_width = int((new_height / height) * width)
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image = image.resize((new_width, new_height), Image.LANCZOS)
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# Process the image and prompt
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inputs = processor(text=prompt, images=image, return_tensors="pt").to(device)
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generated_ids = model.generate(
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input_ids=inputs["input_ids"],
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pixel_values=inputs["pixel_values"],
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max_new_tokens=1024,
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do_sample=False,
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num_beams=3
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)
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generated_text = processor.batch_decode(generated_ids, skip_special_tokens=False)[0]
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parsed_answer = processor.post_process_generation(generated_text, task=prompt, image_size=(image.width, image.height))
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print(task['id'])
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print(parsed_answer)
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# Update the task status to Successed with result
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update_task_status('img2text', task['id'], 'Successed', {"text": parsed_answer})
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return "No pending tasks found."
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