home.py

import streamlit as st

st.title('Batik: a vision-language model for end-to-end social behavior discovery, interpretation and annotation')

st.header('Overview')

st.markdown("""
**Batik** is an advanced Streamlit-based application for the end-to-end analysis, discovery, and interpretation of animal social behaviors, leveraging state-of-the-art vision-language transformer models. Batik automates traditionally labor-intensive processes like behavior annotation and segmentation, while providing expert-level interpretation of behavioral subtypes directly from raw video inputs, bypassing the need for pose estimation.

This app supports tasks like behavior classification, embedding generation, unsupervised clustering, and detailed behavioral analysis. Researchers can use Batik to significantly reduce the time spent on analyzing and interpreting complex animal behaviors in neuroscience and ethology experiments.
""")

# Center the image
col1, col2, col3 = st.columns([1, 2, 1])

with col1:
    st.write("")

with col2:
    st.image('image_batik_pipeline.jpg', caption='Graphical Summary of Batik', use_container_width=True)

with col3:
    st.write("")

st.markdown('---')