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app.py
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import gradio as gr
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from utils.predict import predict_action
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import os
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import glob
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##Create list of examples to be loaded
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example_list = glob.glob("examples/*")
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example_list = list(map(lambda el:[el], example_list))
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demo = gr.Blocks()
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with demo:
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gr.Markdown("# **<p align='center'>Video Segmentación 🎥</p>**")
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gr.Markdown("Demo de clasificador de video, el objetivo es reconocer un segmento y recortarlo.")
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with gr.Tabs():
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with gr.TabItem("Upload & Predict"):
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with gr.Box():
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with gr.Row():
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input_video = gr.Video(label="Input Video", show_label=True)
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output_label = gr.Label(label="Model Output", show_label=True)
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output_gif = gr.Image(label="Video Gif", show_label=True)
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gr.Markdown("**Predict**")
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with gr.Box():
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with gr.Row():
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submit_button = gr.Button("Submit")
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gr.Markdown("**Examples:**")
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gr.Markdown("El modelo esta entrenado para clasificar entre: CricketShot, PlayingCello, Punch, ShavingBeard, TennisSwing")
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# gr.Markdown("CricketShot, PlayingCello, Punch, ShavingBeard, TennisSwing")
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with gr.Column():
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gr.Examples(example_list, [input_video], [output_label,output_gif], predict_action, cache_examples=True)
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submit_button.click(predict_action, inputs=input_video, outputs=[output_label,output_gif])
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demo.launch()
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