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Update app.py
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app.py
CHANGED
@@ -10,6 +10,10 @@ class NumpyArrayEncoder(JSONEncoder):
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return obj.tolist()
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return JSONEncoder.default(self, obj)
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analysis_network = from_pretrained_keras("cmudrc/wave-energy-analysis")
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synthesis_network = from_pretrained_keras("cmudrc/wave-energy-synthesis")
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@@ -20,7 +24,7 @@ with gradio.Blocks() as demo:
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analyze_it = gradio.Button("Analyze")
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synthesize_it = gradio.Button("Synthesize")
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analyze_it.click(fn=lambda x: json.dumps(analysis_network.predict(numpy.asarray(json.loads(x))), cls=NumpyArrayEncoder), inputs=[geometry], outputs=[spectrum], api_name="analyze")
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synthesize_it.click(fn=lambda x: json.dumps(synthesis_network.predict(numpy.asarray(json.loads(x))), cls=NumpyArrayEncoder), inputs=[spectrum], outputs=[geometry], api_name="synthesize")
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demo.launch()
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return obj.tolist()
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return JSONEncoder.default(self, obj)
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def print_shape_through(x):
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print(x.shape)
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return x
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analysis_network = from_pretrained_keras("cmudrc/wave-energy-analysis")
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synthesis_network = from_pretrained_keras("cmudrc/wave-energy-synthesis")
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analyze_it = gradio.Button("Analyze")
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synthesize_it = gradio.Button("Synthesize")
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analyze_it.click(fn=lambda x: json.dumps(analysis_network.predict(print_shape_through(numpy.asarray(json.loads(x)))), cls=NumpyArrayEncoder), inputs=[geometry], outputs=[spectrum], api_name="analyze")
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synthesize_it.click(fn=lambda x: json.dumps(synthesis_network.predict(print_shape_through(numpy.asarray(json.loads(x)))), cls=NumpyArrayEncoder), inputs=[spectrum], outputs=[geometry], api_name="synthesize")
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demo.launch()
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