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Update app.py
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app.py
CHANGED
@@ -2,29 +2,24 @@
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import importlib
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import gradio as gr
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# Function to load the model dynamically
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def load_model(model_name):
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module = importlib.import_module(model_name)
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return module
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# Define the models
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models = {
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"Multi-class model": "model_1",
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"Empty class": "model_2",
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"Misalignment class": "model_3"
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}
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# Function to perform image detection
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def detect_image(model_choice, input_image):
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model = load_model(models[model_choice])
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return model.detect_image(input_image)
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# Function to perform video detection
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def detect_video(model_choice, input_video):
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model = load_model(models[model_choice])
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return model.detect_video(input_video)
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# Create Gradio app
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app = gr.Blocks()
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with app:
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import importlib
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import gradio as gr
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def load_model(model_name):
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module = importlib.import_module(model_name)
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return module
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models = {
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"Multi-class model": "model_1",
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"Empty class": "model_2",
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"Misalignment class": "model_3"
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}
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def detect_image(model_choice, input_image):
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model = load_model(models[model_choice])
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return model.detect_image(input_image)
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def detect_video(model_choice, input_video):
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model = load_model(models[model_choice])
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return model.detect_video(input_video)
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app = gr.Blocks()
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with app:
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