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Update app.py
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app.py
CHANGED
@@ -64,7 +64,7 @@ def predict_answer(image, video, question, max_tokens=100):
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input_ids = tokenizer(text, return_tensors='pt').input_ids.to(device)
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if image
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# Process as an image
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image = image.convert("RGB")
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image_tensor = model.image_preprocess(image)
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@@ -78,12 +78,12 @@ def predict_answer(image, video, question, max_tokens=100):
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return tokenizer.decode(output_ids[input_ids.shape[1]:], skip_special_tokens=True).strip()
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elif video
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# Process as a video
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frames = video_to_frames(video)
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answers = []
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for frame in frames:
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image = extract_frames(frame)
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image_tensor = model.image_preprocess(image)
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# Generate the answer
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@@ -95,7 +95,7 @@ def predict_answer(image, video, question, max_tokens=100):
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answer = tokenizer.decode(output_ids[input_ids.shape[1]:], skip_special_tokens=True).strip()
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answers.append(answer)
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return
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else:
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return "Unsupported file type. Please upload an image or video."
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input_ids = tokenizer(text, return_tensors='pt').input_ids.to(device)
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if image:
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# Process as an image
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image = image.convert("RGB")
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image_tensor = model.image_preprocess(image)
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return tokenizer.decode(output_ids[input_ids.shape[1]:], skip_special_tokens=True).strip()
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elif video:
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# Process as a video
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frames = video_to_frames(video)
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answers = []
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for frame in frames:
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image = Image.open(extract_frames(frame)).convert("RGB")
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image_tensor = model.image_preprocess(image)
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# Generate the answer
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answer = tokenizer.decode(output_ids[input_ids.shape[1]:], skip_special_tokens=True).strip()
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answers.append(answer)
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return answers
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else:
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return "Unsupported file type. Please upload an image or video."
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