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Create app.py

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  1. app.py +34 -0
app.py ADDED
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+ !pip install transformers
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+ !pip install gradio
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+ !pip install gradio_client
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+
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+
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+
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+ from transformers.utils import logging
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+ import warnings
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+ import os
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+ import gradio as gr
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+ from transformers import pipeline
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+
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+
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+ logging.set_verbosity_error()
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+
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+
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+ warnings.filterwarnings("ignore",
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+ message="Using the model-agnostic default `max_length`")
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+
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+
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+
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+ pipe = pipeline("image-to-text", model="Salesforce/blip-image-captioning-base")
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+
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+ def launch(input):
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+ out = pipe(input)
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+ return out[0]['generated_text']
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+
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+ iface = gr.Interface(launch,
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+ inputs=gr.Image(type='pil'),
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+ outputs="text")
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+
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+ iface.launch()
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+
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+ iface.close()