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import gradio as gr | |
import torch | |
from gradio_caption import create_demo as create_caption | |
from gradio_vqa import create_demo as create_vqa | |
css = """ | |
#img-display-input { | |
height: auto; | |
max-height: 40vh; | |
} | |
#img-display-output { | |
max-height: 40vh; | |
} | |
""" | |
description = """ | |
# Prismer | |
The official demo for **Prismer: A Vision-Language Model with An Ensemble of Experts**. | |
Please refer to our [project page](https://shikun.io/projects/prismer) or [github](https://github.com/NVlabs/prismer) for more details. | |
""" | |
with gr.Blocks(css=css) as demo: | |
gr.Markdown(description) | |
with gr.Tab("Zero-shot Image Captioning"): | |
create_caption() | |
with gr.Tab("Visual Question Answering"): | |
create_vqa() | |
if __name__ == '__main__': | |
demo.queue().launch() | |