kusumakar commited on
Commit
721542d
·
1 Parent(s): ed832fb

Update app.py

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Files changed (1) hide show
  1. app.py +3 -1
app.py CHANGED
@@ -1,3 +1,4 @@
 
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  import numpy as np
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  from PIL import Image
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  import streamlit as st
@@ -10,7 +11,8 @@ extractor = ViTFeatureExtractor.from_pretrained("nlpconnect/vit-gpt2-image-capti
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  tokeniser = AutoTokenizer.from_pretrained("nlpconnect/vit-gpt2-image-captioning")
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  def generate_captions(image):
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- image = Image.open(image).convert("RGB")
 
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  generated_caption = tokeniser.decode(model.generate(extractor(image, return_tensors="pt").pixel_values.to("cpu"))[0])
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  sentence = generated_caption
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  text_to_remove = "<|endoftext|>"
 
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+ import cv2
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  import numpy as np
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  from PIL import Image
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  import streamlit as st
 
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  tokeniser = AutoTokenizer.from_pretrained("nlpconnect/vit-gpt2-image-captioning")
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  def generate_captions(image):
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+ #image = Image.open(image).convert("RGB")
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+ image = cv2.resize(image, (224, 224))
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  generated_caption = tokeniser.decode(model.generate(extractor(image, return_tensors="pt").pixel_values.to("cpu"))[0])
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  sentence = generated_caption
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  text_to_remove = "<|endoftext|>"