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andreanascetti
commited on
Commit
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162f3fb
1
Parent(s):
a1cca87
add multi-images view and selection
Browse files
app.py
CHANGED
@@ -2,12 +2,11 @@ import pandas as pd
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from PIL import Image
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import streamlit as st
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from streamlit_drawable_canvas import st_canvas
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def expand2square(imgpath, background_color = (0,0,0)):
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pil_img = Image.open(imgpath)
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width, height = pil_img.size
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if width == height:
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@@ -21,46 +20,79 @@ def expand2square(imgpath, background_color = (0,0,0)):
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result.paste(pil_img, ((height - width) // 2, 0))
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return result.resize((700, 700))
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from PIL import Image
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import streamlit as st
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from streamlit_drawable_canvas import st_canvas
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from streamlit_image_select import image_select
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from streamlit_sortables import sort_items
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def expand2square(imgpath, background_color=(0, 0, 0)):
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pil_img = Image.open(imgpath)
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width, height = pil_img.size
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if width == height:
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result.paste(pil_img, ((height - width) // 2, 0))
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return result.resize((700, 700))
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@st.cache_data
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def loading_data(files):
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imgs = []
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imgs_names = []
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for file in files:
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imgs.append(expand2square(file))
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imgs_names.append(file.name)
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return imgs, imgs_names
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if 'uploaded' not in st.session_state:
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st.session_state['uploaded'] = False
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images = st.sidebar.file_uploader("Upload here the images (max 4 imgs for demo version):",
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type=["png", "jpg"], accept_multiple_files=True)
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if len(images) > 0:
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st.session_state['uploaded'] = True
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imgs_path = []
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imgs = []
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else:
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st.session_state['uploaded'] = False
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if st.session_state['uploaded'] is True:
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# Loading uploaded images and cache the data
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imgs, imgs_path = loading_data(images)
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# Specify canvas parameters in application
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drawing_mode = st.sidebar.selectbox(
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"Drawing tool:", ("point", "line", "rect", "circle", "transform")
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)
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stroke_width = st.sidebar.slider("Stroke width: ", 1, 25, 3)
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if drawing_mode == 'point':
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point_display_radius = st.sidebar.slider("Point display radius: ", 1, 25, 3)
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stroke_color = st.sidebar.color_picker("Stroke color hex: ")
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bg_color = st.sidebar.color_picker("Background color hex: ", "#eee")
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realtime_update = st.sidebar.checkbox("Update in realtime", False)
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master_index = image_select("Uploaded images", imgs, captions=imgs_path, return_value="index")
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# Create a canvas component
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canvas_result = st_canvas(
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fill_color="rgba(255, 165, 0, 0.3)", # Fixed fill color with some opacity
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stroke_width=stroke_width,
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stroke_color=stroke_color,
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background_color=bg_color,
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background_image= imgs[master_index], #expand2square(bg_image) if bg_image else expand2square("./IMG_02099.jpg"),
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update_streamlit=realtime_update,
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height=700,
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width=700,
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drawing_mode=drawing_mode,
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point_display_radius=point_display_radius if drawing_mode == 'point' else 0,
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key="canvas",
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)
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test = st.sidebar.write("Select the processing order of slave images")
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with st.sidebar:
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imgs_path2 = imgs_path.copy()
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imgs_path2.pop(master_index)
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sorted_items = sort_items(imgs_path2, multi_containers=False, direction='vertical')
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# if canvas_result.image_data is not None:
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# st.image(canvas_result.image_data)
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if canvas_result.json_data is not None:
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objects = pd.json_normalize(canvas_result.json_data["objects"]) # need to convert obj to str because PyArrow
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for col in objects.select_dtypes(include=['object']).columns:
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objects[col] = objects[col].astype("str")
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st.dataframe(objects)
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