chun
commited on
Commit
•
b509c08
1
Parent(s):
55dd1be
Update app.py
Browse files
app.py
CHANGED
@@ -4,12 +4,9 @@ from keras.preprocessing import image
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import gradio as gr
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from PIL import Image
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def a(img):
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img = img.reshape( 64, 64,3)
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model=load_model('./cats&dog.h5')
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#test_image=image.load_img("pic01.jpg",target_size=(64,64))
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#test_image=image.img_to_array(img)
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test_image=np.expand_dims(img, axis=0)
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result=model.predict(test_image)
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if result[0][0]==1:
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@@ -23,18 +20,13 @@ def a(img):
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input = gr.inputs.Image(type='pil', label="Original Image", source="upload", optional=True)
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#input_2 = gr.inputs.Image(type='pil', label="Original Image", source="webcam", optional=True)
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#inputs = [input, input_2]
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inputs = [input]
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outputs = gr.outputs.Image(type="pil", label="Output Image")
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title = "Dog and Cat Object detection"
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image = gr.inputs.Image(shape=(64,64))
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demo=gr.Interface(fn=a, inputs=image,examples=["a01.jpg", "a02.jpg","a03.jpg","a04.jpg"],outputs="text").launch(debug='True')
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if __name__ == "__main__":
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import gradio as gr
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from PIL import Image
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def a(img):
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img = img.reshape( 64,64,3)
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model=load_model('./cats&dog.h5')
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test_image=np.expand_dims(img, axis=0)
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result=model.predict(test_image)
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if result[0][0]==1:
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input = gr.inputs.Image(type='pil', label="Original Image", source="upload", optional=True)
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inputs = [input]
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outputs = gr.outputs.Image(type="pil", label="Output Image")
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title = "Dog and Cat Object detection"
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image = gr.inputs.Image(shape=(64,64))
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demo=gr.Interface(fn=a, inputs=image,examples=["photo/a01.jpg", "photo/a02.jpg","photo/a03.jpg","photo/a04.jpg"],outputs="text").launch(debug='True')
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if __name__ == "__main__":
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