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import dashboard_text2image | |
import dashboard_image2image | |
import dashboard_featurefinder | |
import streamlit as st | |
PAGES = { | |
"Retrieve Images given Text": dashboard_text2image, | |
"Retrieve Images given Image": dashboard_image2image, | |
"Find Feature in Image": dashboard_featurefinder, | |
} | |
st.sidebar.title("CLIP-RSICD") | |
st.sidebar.image("thumbnail.jpg") | |
st.sidebar.markdown(""" | |
We have fine-tuned the CLIP model (see [Model card](https://huggingface.co/flax-community/clip-rsicd-v2)) | |
using remote sensing images from the [RSICD dataset](https://github.com/201528014227051/RSICD_optimal). | |
Click here for [more information about our project](https://github.com/arampacha/CLIP-rsicd). | |
The CLIP model from OpenAI is trained in a self-supervised manner using | |
contrastive learning to project images and caption text onto a common | |
embedding space. | |
""") | |
selection = st.sidebar.radio("Go to", list(PAGES.keys())) | |
page = PAGES[selection] | |
page.app() | |