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Update app.py
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app.py
CHANGED
@@ -1,4 +1,3 @@
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from html import escape
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import re
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import streamlit as st
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import pandas as pd
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@@ -6,14 +5,6 @@ import numpy as np
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from transformers import CLIPProcessor, CLIPModel
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from st_clickable_images import clickable_images
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@st.cache(
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show_spinner=False,
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hash_funcs={
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CLIPModel: lambda _: None,
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CLIPProcessor: lambda _: None,
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dict: lambda _: None,
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},
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)
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def load():
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model = CLIPModel.from_pretrained("openai/clip-vit-large-patch14")
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processor = CLIPProcessor.from_pretrained("openai/clip-vit-large-patch14")
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@@ -87,17 +78,6 @@ def image_search(query, corpus, n_results=24):
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for i in results
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]
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description = """
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# Semantic image search
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**Enter your query and hit enter**
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"""
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howto = """
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- Click image to find similar images
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- Use "**;**" to combine multiple queries)
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- Use "**EXCLUDING**", to exclude a query
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"""
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def main():
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st.markdown(
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"""
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</style>""",
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unsafe_allow_html=True,
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)
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st.markdown(
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if "query" in st.session_state:
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query = st.text_input("", value=st.session_state["query"])
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else:
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query = st.text_input("", value="lighthouse")
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corpus = st.radio("", ["Unsplash"])
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if
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change_query =
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if clicked != st.session_state["last_clicked"]:
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change_query = True
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if __name__ == "__main__":
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main()
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import re
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import streamlit as st
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import pandas as pd
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from transformers import CLIPProcessor, CLIPModel
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from st_clickable_images import clickable_images
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def load():
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model = CLIPModel.from_pretrained("openai/clip-vit-large-patch14")
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processor = CLIPProcessor.from_pretrained("openai/clip-vit-large-patch14")
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for i in results
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]
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def main():
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st.markdown(
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"""
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</style>""",
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unsafe_allow_html=True,
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)
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st.sidebar.markdown("# Semantic Image Search")
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st.sidebar.markdown("**Enter your query and hit enter**")
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st.sidebar.markdown("- Click image to find similar images")
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st.sidebar.markdown("- Use '**;**' to combine multiple queries")
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st.sidebar.markdown("- Use '**EXCLUDING**' to exclude a query")
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if "query" in st.session_state:
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query = st.sidebar.text_input("Query", value=st.session_state["query"])
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else:
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query = st.sidebar.text_input("Query", value="lighthouse")
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corpus = st.sidebar.radio("Corpus", ["Unsplash"])
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if st.sidebar.button("Submit"):
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if len(query) > 0:
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results = image_search(query, corpus)
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clicked = clickable_images(
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[result[0] for result in results],
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titles=[result[1] for result in results],
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div_style={
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"display": "flex",
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"justify-content": "center",
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"flex-wrap": "wrap",
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},
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img_style={"margin": "2px", "height": "200px"},
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)
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if clicked >= 0:
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change_query = False
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if "last_clicked" not in st.session_state:
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change_query = True
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else:
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if clicked != st.session_state["last_clicked"]:
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change_query = True
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if change_query:
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st.session_state["query"] = f"[{corpus}:{results[clicked][2]}]"
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st.experimental_rerun()
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if __name__ == "__main__":
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main()
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