roshithindia
commited on
Commit
•
50412df
1
Parent(s):
4687cca
Create app.py
Browse files
app.py
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import streamlit as st
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from transformers import ViTImageProcessor, ViTForImageClassification
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from PIL import Image as img
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x = st.file_uploader("Upload Images", type=["png","jpg","jpeg"])
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if x is not None:
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st.image(img.open(x),width=255)
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i = img.open(x)
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processor = ViTImageProcessor.from_pretrained('google/vit-base-patch16-224')
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model = ViTForImageClassification.from_pretrained('google/vit-base-patch16-224')
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inputs = processor(images=i, return_tensors="pt")
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outputs = model(**inputs)
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logits = outputs.logits
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predicted_class_idx = logits.argmax(-1).item()
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st.text("Our Model Predicts : ")
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st.write(model.config.id2label[predicted_class_idx])
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