igman101 commited on
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6091d3d
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1 Parent(s): 61033c7

Delete app.py

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  1. app.py +0 -28
app.py DELETED
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- import gradio as gr
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- import tensorflow as tf
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- from PIL import Image
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- import numpy as np
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-
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- # Lade das Modell
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- model = tf.keras.models.load_model("fruit_classifier_model.keras")
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-
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- class_names = ['Apple', 'Banana', 'Grapes', 'Kiwi', 'Orange', 'Pineapple', 'Strawberries']
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-
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- def classify_fruit(image):
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- image = Image.fromarray(image).resize((224, 224))
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- image = np.array(image) / 255.0
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- image = np.expand_dims(image, axis=0)
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- predictions = model.predict(image)[0]
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-
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- results = {class_name: float(predictions[i]) for i, class_name in enumerate(class_names)}
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- return results
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-
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- interface = gr.Interface(
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- fn=classify_fruit,
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- inputs=gr.Image(),
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- outputs=gr.Label(num_top_classes=3),
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- live=True
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- )
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-
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- if __name__ == "__main__":
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- interface.launch()