Spaces:
Paused
Paused
Update app.py
Browse files
app.py
CHANGED
|
@@ -64,7 +64,7 @@ def predict_answer(image, video, question, max_tokens=100):
|
|
| 64 |
input_ids = tokenizer(text, return_tensors='pt').input_ids.to(device)
|
| 65 |
|
| 66 |
|
| 67 |
-
if image
|
| 68 |
# Process as an image
|
| 69 |
image = image.convert("RGB")
|
| 70 |
image_tensor = model.image_preprocess(image)
|
|
@@ -78,12 +78,12 @@ def predict_answer(image, video, question, max_tokens=100):
|
|
| 78 |
|
| 79 |
return tokenizer.decode(output_ids[input_ids.shape[1]:], skip_special_tokens=True).strip()
|
| 80 |
|
| 81 |
-
elif video
|
| 82 |
# Process as a video
|
| 83 |
frames = video_to_frames(video)
|
| 84 |
answers = []
|
| 85 |
for frame in frames:
|
| 86 |
-
image = extract_frames(frame)
|
| 87 |
image_tensor = model.image_preprocess(image)
|
| 88 |
|
| 89 |
# Generate the answer
|
|
@@ -95,7 +95,7 @@ def predict_answer(image, video, question, max_tokens=100):
|
|
| 95 |
|
| 96 |
answer = tokenizer.decode(output_ids[input_ids.shape[1]:], skip_special_tokens=True).strip()
|
| 97 |
answers.append(answer)
|
| 98 |
-
return
|
| 99 |
|
| 100 |
else:
|
| 101 |
return "Unsupported file type. Please upload an image or video."
|
|
|
|
| 64 |
input_ids = tokenizer(text, return_tensors='pt').input_ids.to(device)
|
| 65 |
|
| 66 |
|
| 67 |
+
if image:
|
| 68 |
# Process as an image
|
| 69 |
image = image.convert("RGB")
|
| 70 |
image_tensor = model.image_preprocess(image)
|
|
|
|
| 78 |
|
| 79 |
return tokenizer.decode(output_ids[input_ids.shape[1]:], skip_special_tokens=True).strip()
|
| 80 |
|
| 81 |
+
elif video:
|
| 82 |
# Process as a video
|
| 83 |
frames = video_to_frames(video)
|
| 84 |
answers = []
|
| 85 |
for frame in frames:
|
| 86 |
+
image = Image.open(extract_frames(frame)).convert("RGB")
|
| 87 |
image_tensor = model.image_preprocess(image)
|
| 88 |
|
| 89 |
# Generate the answer
|
|
|
|
| 95 |
|
| 96 |
answer = tokenizer.decode(output_ids[input_ids.shape[1]:], skip_special_tokens=True).strip()
|
| 97 |
answers.append(answer)
|
| 98 |
+
return answers
|
| 99 |
|
| 100 |
else:
|
| 101 |
return "Unsupported file type. Please upload an image or video."
|