IvaElen commited on
Commit
13bd968
1 Parent(s): 66cd1ab

Update pages/ImageToText.py

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Files changed (1) hide show
  1. pages/ImageToText.py +3 -3
pages/ImageToText.py CHANGED
@@ -11,7 +11,7 @@ device = "cuda" if torch.cuda.is_available() else "cpu"
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  vitgpt_model.to(device)
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- def generate_caption(processor, model, image, tokenizer=None, num_seq):
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  inputs = processor(images=image, return_tensors="pt").to(device)
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  generated_ids = model.generate(pixel_values=inputs.pixel_values,
@@ -30,7 +30,7 @@ def generate_caption(processor, model, image, tokenizer=None, num_seq):
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  return generated_caption
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  def generate_captions(image, num_seq):
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- caption_vitgpt = generate_caption(vitgpt_processor, vitgpt_model, image, vitgpt_tokenizer, num_seq)
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  return caption_vitgpt
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  st.title('Generate text to your image')
@@ -44,6 +44,6 @@ if uploaded_file is not None:
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  image = Image.open(uploaded_file)
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  st.image(image)
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  with col2:
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- generated_caption = generate_caption(vitgpt_processor, vitgpt_model, image, vitgpt_tokenizer)
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  for i in generated_caption:
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  st.write(i)
 
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  vitgpt_model.to(device)
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+ def generate_caption(processor, model, image, num_seq, tokenizer=None):
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  inputs = processor(images=image, return_tensors="pt").to(device)
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  generated_ids = model.generate(pixel_values=inputs.pixel_values,
 
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  return generated_caption
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  def generate_captions(image, num_seq):
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+ caption_vitgpt = generate_caption(vitgpt_processor, vitgpt_model, image, num_seq, vitgpt_tokenizer)
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  return caption_vitgpt
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  st.title('Generate text to your image')
 
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  image = Image.open(uploaded_file)
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  st.image(image)
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  with col2:
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+ generated_caption = generate_caption(vitgpt_processor, vitgpt_model, image, num_seq, vitgpt_tokenizer)
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  for i in generated_caption:
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  st.write(i)