anand004 commited on
Commit
f8d5a0d
·
verified ·
1 Parent(s): 05fc003

Update app.py

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Files changed (1) hide show
  1. app.py +8 -7
app.py CHANGED
@@ -61,13 +61,11 @@ def get_image_description(image):
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  torch.cuda.empty_cache()
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  gc.collect()
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- descriptions = []
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  prompt = "[INST] <image>\nDescribe the image in a sentence [/INST]"
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  inputs = processor(prompt, image, return_tensors="pt").to("cuda:0")
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  output = vision_model.generate(**inputs, max_new_tokens=100)
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- descriptions.append(processor.decode(output[0], skip_special_tokens=True))
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- return descriptions
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  CSS = """
@@ -100,10 +98,13 @@ def get_vectordb(text, images, img_doc_files):
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  )
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  descs = []
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  for i in range(len(images)):
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- # try:
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- descs.append(img_doc_files[i]+"\n"+get_image_description(images[i])[0])
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- # except:
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- # descs.append("Could not generate image description due to some error")
 
 
 
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  print(descs[-1])
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  print()
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  torch.cuda.empty_cache()
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  gc.collect()
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  prompt = "[INST] <image>\nDescribe the image in a sentence [/INST]"
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  inputs = processor(prompt, image, return_tensors="pt").to("cuda:0")
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  output = vision_model.generate(**inputs, max_new_tokens=100)
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+ return (processor.decode(output[0], skip_special_tokens=True))
 
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  CSS = """
 
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  )
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  descs = []
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  for i in range(len(images)):
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+ try:
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+ descs.append(img_doc_files[i]+"\n"+get_image_description(images[i]))
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+ except:
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+ descs.append("Could not generate image description due to some error")
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+ print(img_doc_files)
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+ print(images[i])
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+ print()
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  print(descs[-1])
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  print()
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