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| import awesome_streamlit as ast | |
| import streamlit as st | |
| import requests | |
| import time | |
| from transformers import pipeline | |
| import os | |
| import models.home | |
| import models.hsd_tr | |
| import models.hsd_ar | |
| st.set_page_config( | |
| page_title="Hate Speech Detection", | |
| page_icon="📖", | |
| layout='wide' | |
| ) | |
| PAGES = { | |
| "Home": models.home, | |
| "HSD in Turkish": models.hsd_tr, | |
| "HSD in Arabic": models.hsd_ar | |
| } | |
| st.sidebar.title("Navigation") | |
| selection = st.sidebar.radio("Pages", list(PAGES.keys())) | |
| page = PAGES[selection] | |
| # with st.spinner(f"Loading {selection} ..."): | |
| ast.shared.components.write_page(page) | |
| st.sidebar.header("Info") | |
| #st.sidebar.write('This tool is developed in the context of the EU project "Utilizing Digital Technology for Social Cohesion, Positive Messaging and Peace by Boosting Collaboration, Exchange and Solidarity" (EuropeAid/170389/DD/ACT/Multi) by [Sabanci University Center of Excellence in Data Analytics](https://github.com/verimsu).') | |
| st.sidebar.write("Models are available on [HF Hub](https://huggingface.co/SoDehghan/BERTurk-hate-speech)") |