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Update app.py
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app.py
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@@ -1,12 +1,14 @@
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import streamlit as st
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from transformers import TFAutoModelForImageClassification, AutoFeatureExtractor
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from PIL import Image
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import numpy as np
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# Load the model and feature extractor
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model = TFAutoModelForImageClassification.from_pretrained("willco-afk/tree-test")
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feature_extractor = AutoFeatureExtractor.from_pretrained(model.config._name_or_path)
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# Streamlit UI
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st.title("Christmas Tree Classifier")
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st.write("Upload an image of a Christmas tree to classify it:")
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import os
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import streamlit as st
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from transformers import TFAutoModelForImageClassification, AutoFeatureExtractor
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from PIL import Image
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import numpy as np
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# Load the model and feature extractor
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model = TFAutoModelForImageClassification.from_pretrained(os.environ.get("MODEL_ID", "willco-afk/tree-test-x"))
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feature_extractor = AutoFeatureExtractor.from_pretrained(model.config._name_or_path)
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# Streamlit UI
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st.title("Christmas Tree Classifier")
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st.write("Upload an image of a Christmas tree to classify it:")
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