Update app.py
Browse files
app.py
CHANGED
@@ -1,6 +1,6 @@
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# Available backend options are: "jax", "torch", "tensorflow".
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import os
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os.environ["KERAS_BACKEND"] = "tensorflow"
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#pip install -U keras huggingface_hub
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#import keras
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@@ -13,7 +13,7 @@ import numpy as np
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from PIL import Image
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# Load the model
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def load_model():
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model = tf.keras.models.load_model("cassava_leaf_disease_model.keras") #tf.keras.saving.load_model("hf://Fluospark128/Cassava_Disease_Classifier") cassava_model.h5
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return model
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@@ -24,8 +24,8 @@ model = load_model()
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CLASS_NAMES = ["Cassava Bacterial Blight Disease", "Cassava Brown Streak Disease", "Cassava Green Mottle Disease", "Cassava Mosaic Disease", "Healthy"]
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# Streamlit UI
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st.title("Cassava Leaf Disease
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st.write("Upload an image of a cassava leaf to
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# File uploader
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uploaded_file = st.file_uploader("Choose an image...", type=["jpg", "png", "jpeg"])
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# Available backend options are: "jax", "torch", "tensorflow".
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import os
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#os.environ["KERAS_BACKEND"] = "tensorflow"
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#pip install -U keras huggingface_hub
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#import keras
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from PIL import Image
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# Load the model
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#@st.cache_resource
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def load_model():
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model = tf.keras.models.load_model("cassava_leaf_disease_model.keras") #tf.keras.saving.load_model("hf://Fluospark128/Cassava_Disease_Classifier") cassava_model.h5
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return model
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CLASS_NAMES = ["Cassava Bacterial Blight Disease", "Cassava Brown Streak Disease", "Cassava Green Mottle Disease", "Cassava Mosaic Disease", "Healthy"]
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# Streamlit UI
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st.title("Cassava Leaf Disease Identifier")
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st.write("Upload an image of a cassava leaf to identify its disease.")
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# File uploader
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uploaded_file = st.file_uploader("Choose an image...", type=["jpg", "png", "jpeg"])
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