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Update app.py
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app.py
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@@ -5,14 +5,19 @@ import matplotlib.pyplot as plt
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from PIL import Image
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import pickle
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from tensorflow.keras.models import load_model
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# Load the RGB to hyperspectral conversion model
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converion_model = load_model('/kaggle/input/convmo/Conversion_model.h5')
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# Load the cancer classification model
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#cancer_model = pickle.load(open("/kaggle/input/classi/ClassRF (1).pkl", "rb"))
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cancer_model = pickle.load(open("
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def classify(rgb_image):
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img = Image.fromarray(rgb_image.astype('uint8'), 'RGB')
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from PIL import Image
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import pickle
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from tensorflow.keras.models import load_model
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import os
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os.system('wget -O model.h5 "https://drive.google.com/file/d/1UqXYR2e3c0VW8Ax4nYLvef7Vmlx3AEGi/view?usp=share_link')
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os.system('wget -O model2.pkl "https://drive.google.com/file/d/16FuBwWEhG7oHH2YGm8EkEDTbv6GSUbyg/view?usp=share_link')
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# Load the RGB to hyperspectral conversion model
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#converion_model = load_model('/kaggle/input/convmo/Conversion_model.h5')
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converion_model = tf.keras.models.load_model('model.h5')
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# Load the cancer classification model
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#cancer_model = pickle.load(open("/kaggle/input/classi/ClassRF (1).pkl", "rb"))
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cancer_model = pickle.load(open("model2.pkl", "rb"))
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def classify(rgb_image):
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img = Image.fromarray(rgb_image.astype('uint8'), 'RGB')
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