Update app.py
Browse files
app.py
CHANGED
@@ -3,14 +3,19 @@ from PIL import Image
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import tensorflow as tf
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import numpy as np
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import os
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# Caching the model loading function to optimize performance
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@st.cache_resource
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def load_captcha_model():
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model_path = "captcha_ocr_model.h5" # Update with the actual CAPTCHA model path
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# Load the model without custom objects
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return tf.keras.models.load_model(model_path)
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# Load the model
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model = load_captcha_model()
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import tensorflow as tf
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import numpy as np
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import os
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from tensorflow.keras.layers import LSTM
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from keras.saving import register_keras_serializable
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# Kelas LSTM Kustom
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@register_keras_serializable()
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class CustomLSTM(LSTM):
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pass
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# Caching the model loading function to optimize performance
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@st.cache_resource
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def load_captcha_model():
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model_path = "captcha_ocr_model.h5" # Update with the actual CAPTCHA model path
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return tf.keras.models.load_model(model_path, custom_objects={'CustomLSTM': CustomLSTM})
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# Load the model
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model = load_captcha_model()
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