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ksvmuralidhar
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0d33000
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Parent(s):
dc4cbf0
Update app.py
Browse files
app.py
CHANGED
@@ -8,7 +8,6 @@ from tensorflow.keras.applications.vgg19 import preprocess_input
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from tensorflow.keras.layers import GlobalAveragePooling2D
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from pymilvus import connections, Collection, utility
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from requests import get
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from PIL import Image
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import streamlit as st
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import zipfile
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@@ -85,17 +84,13 @@ def plot_images(input_image_path: str, similar_img_paths: list):
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with placeholder.container():
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st.markdown('<p style="font-size: 20px; font-weight: bold">Input image</p>', unsafe_allow_html=True)
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st.image(input_image)
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st.write(' \n')
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# display similar images
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st.markdown('<p style="font-size: 20px; font-weight: bold">Similar images</p>', unsafe_allow_html=True)
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fig.savefig("similar_images.png", bbox_inches='tight', dpi=100)
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image = Image.open('similar_images.png')
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st.image(image, output_format="PNG")
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def find_similar_images(img_path: str, top_n: int=15):
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search_params = {"metric_type": "L2"}
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from tensorflow.keras.layers import GlobalAveragePooling2D
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from pymilvus import connections, Collection, utility
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from requests import get
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import streamlit as st
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import zipfile
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with placeholder.container():
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st.markdown('<p style="font-size: 20px; font-weight: bold">Input image</p>', unsafe_allow_html=True)
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st.image(input_image)
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st.write(' \n')
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# display similar images
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st.markdown('<p style="font-size: 20px; font-weight: bold">Similar images</p>', unsafe_allow_html=True)
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st.pyplot(fig)
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def find_similar_images(img_path: str, top_n: int=15):
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search_params = {"metric_type": "L2"}
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