Update app.py
Browse files
app.py
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@@ -1,11 +1,14 @@
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import gradio as gr
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from keras.models import load_model
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import keras.backend as K
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def ctc_lambda_func(args):
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y_pred, labels, input_length, label_length = args
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return K.ctc_batch_cost(labels, y_pred, input_length, label_length)
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-
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model
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def greet(name):
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return "Hello " + name + "!!"
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import gradio as gr
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from keras.models import load_model
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import keras.backend as K
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# Define the custom loss function
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def ctc_lambda_func(args):
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y_pred, labels, input_length, label_length = args
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return K.ctc_batch_cost(labels, y_pred, input_length, label_length)
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+
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# Load the model, providing the custom loss function in the custom_objects dictionary
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loaded_model = load_model('Text_recognizer_Using_CRNN_model.h5', custom_objects={'ctc': ctc_lambda_func})
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def greet(name):
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return "Hello " + name + "!!"
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