Delete Background_Removal_and_Change

Background_Removal_and_Change/.gitattributes

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-*.7z filter=lfs diff=lfs merge=lfs -text
-*.arrow filter=lfs diff=lfs merge=lfs -text
-*.bin filter=lfs diff=lfs merge=lfs -text
-*.bz2 filter=lfs diff=lfs merge=lfs -text
-*.ftz filter=lfs diff=lfs merge=lfs -text
-*.gz filter=lfs diff=lfs merge=lfs -text
-*.h5 filter=lfs diff=lfs merge=lfs -text
-*.joblib filter=lfs diff=lfs merge=lfs -text
-*.lfs.* filter=lfs diff=lfs merge=lfs -text
-*.model filter=lfs diff=lfs merge=lfs -text
-*.msgpack filter=lfs diff=lfs merge=lfs -text
-*.onnx filter=lfs diff=lfs merge=lfs -text
-*.ot filter=lfs diff=lfs merge=lfs -text
-*.parquet filter=lfs diff=lfs merge=lfs -text
-*.pb filter=lfs diff=lfs merge=lfs -text
-*.pt filter=lfs diff=lfs merge=lfs -text
-*.pth filter=lfs diff=lfs merge=lfs -text
-*.rar filter=lfs diff=lfs merge=lfs -text
-saved_model/**/* filter=lfs diff=lfs merge=lfs -text
-*.tar.* filter=lfs diff=lfs merge=lfs -text
-*.tflite filter=lfs diff=lfs merge=lfs -text
-*.tgz filter=lfs diff=lfs merge=lfs -text
-*.wasm filter=lfs diff=lfs merge=lfs -text
-*.xz filter=lfs diff=lfs merge=lfs -text
-*.zip filter=lfs diff=lfs merge=lfs -text
-*.zstandard filter=lfs diff=lfs merge=lfs -text
-*tfevents* filter=lfs diff=lfs merge=lfs -text

Background_Removal_and_Change/.idea/.gitignore

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-# Default ignored files
-/shelf/
-/workspace.xml
-# Editor-based HTTP Client requests
-/httpRequests/
-# Datasource local storage ignored files
-/dataSources/
-/dataSources.local.xml

Background_Removal_and_Change/.idea/Background_Removal_and_Change.iml

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-<?xml version="1.0" encoding="UTF-8"?>
-<module type="PYTHON_MODULE" version="4">
-  <component name="NewModuleRootManager">
-    <content url="file://$MODULE_DIR$">
-      <excludeFolder url="file://$MODULE_DIR$/venvme" />
-    </content>
-    <orderEntry type="jdk" jdkName="Python 3.9 (pythonProject)" jdkType="Python SDK" />
-    <orderEntry type="sourceFolder" forTests="false" />
-  </component>
-</module>

Background_Removal_and_Change/.idea/deployment.xml

@@ -1,14 +0,0 @@
-<?xml version="1.0" encoding="UTF-8"?>
-<project version="4">
-  <component name="PublishConfigData" serverName="HAHALOLO_SERVER" remoteFilesAllowedToDisappearOnAutoupload="false">
-    <serverData>
-      <paths name="HAHALOLO_SERVER">
-        <serverdata>
-          <mappings>
-            <mapping deploy="/text_censorship" local="$USER_HOME$/PycharmProjects/TextCensorship" web="/" />
-          </mappings>
-        </serverdata>
-      </paths>
-    </serverData>
-  </component>
-</project>

Background_Removal_and_Change/.idea/inspectionProfiles/Project_Default.xml

@@ -1,27 +0,0 @@
-<component name="InspectionProjectProfileManager">
-  <profile version="1.0">
-    <option name="myName" value="Project Default" />
-    <inspection_tool class="PyPackageRequirementsInspection" enabled="true" level="WARNING" enabled_by_default="true">
-      <option name="ignoredPackages">
-        <value>
-          <list size="14">
-            <item index="0" class="java.lang.String" itemvalue="scipy" />
-            <item index="1" class="java.lang.String" itemvalue="opencv-python" />
-            <item index="2" class="java.lang.String" itemvalue="Pillow" />
-            <item index="3" class="java.lang.String" itemvalue="pandas" />
-            <item index="4" class="java.lang.String" itemvalue="datetime" />
-            <item index="5" class="java.lang.String" itemvalue="tensorflow" />
-            <item index="6" class="java.lang.String" itemvalue="retina-face" />
-            <item index="7" class="java.lang.String" itemvalue="gdown" />
-            <item index="8" class="java.lang.String" itemvalue="matplotlib" />
-            <item index="9" class="java.lang.String" itemvalue="deepface" />
-            <item index="10" class="java.lang.String" itemvalue="cmake" />
-            <item index="11" class="java.lang.String" itemvalue="keras" />
-            <item index="12" class="java.lang.String" itemvalue="requests" />
-            <item index="13" class="java.lang.String" itemvalue="numpy" />
-          </list>
-        </value>
-      </option>
-    </inspection_tool>
-  </profile>
-</component>

Background_Removal_and_Change/.idea/inspectionProfiles/profiles_settings.xml

@@ -1,6 +0,0 @@
-<component name="InspectionProjectProfileManager">
-  <settings>
-    <option name="USE_PROJECT_PROFILE" value="false" />
-    <version value="1.0" />
-  </settings>
-</component>

Background_Removal_and_Change/.idea/misc.xml

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-<?xml version="1.0" encoding="UTF-8"?>
-<project version="4">
-  <component name="ProjectRootManager" version="2" project-jdk-name="Python 3.9 (pythonProject)" project-jdk-type="Python SDK" />
-</project>

Background_Removal_and_Change/.idea/modules.xml

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-<?xml version="1.0" encoding="UTF-8"?>
-<project version="4">
-  <component name="ProjectModuleManager">
-    <modules>
-      <module fileurl="file://$PROJECT_DIR$/.idea/Background_Removal_and_Change.iml" filepath="$PROJECT_DIR$/.idea/Background_Removal_and_Change.iml" />
-    </modules>
-  </component>
-</project>

Background_Removal_and_Change/.idea/sshConfigs.xml

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-<?xml version="1.0" encoding="UTF-8"?>
-<project version="4">
-  <component name="SshConfigs">
-    <configs>
-      <sshConfig authType="PASSWORD" host="10.10.15.87" id="8b67aa76-bd20-4263-bc45-270bf4ea8b6e" port="22" nameFormat="DESCRIPTIVE" username="root" useOpenSSHConfig="true" />
-    </configs>
-  </component>
-</project>

Background_Removal_and_Change/.idea/vcs.xml

@@ -1,9 +0,0 @@
-<?xml version="1.0" encoding="UTF-8"?>
-<project version="4">
-  <component name="VcsDirectoryMappings">
-    <mapping directory="$PROJECT_DIR$" vcs="Git" />
-    <mapping directory="$PROJECT_DIR$/Background_removal_and_change" vcs="Git" />
-    <mapping directory="$PROJECT_DIR$/Remove-Photo-Background-using-TensorFlow" vcs="Git" />
-    <mapping directory="$PROJECT_DIR$/yolov5" vcs="Git" />
-  </component>
-</project>

Background_Removal_and_Change/.idea/webServers.xml

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-<?xml version="1.0" encoding="UTF-8"?>
-<project version="4">
-  <component name="WebServers">
-    <option name="servers">
-      <webServer id="7c3f60f5-5354-4ef4-a283-182d579b3fe7" name="HAHALOLO_SERVER">
-        <fileTransfer rootFolder="/storage/test" accessType="SFTP" host="10.10.15.87" port="22" sshConfigId="8b67aa76-bd20-4263-bc45-270bf4ea8b6e" sshConfig="[email protected]:22 password">
-          <advancedOptions>
-            <advancedOptions dataProtectionLevel="Private" keepAliveTimeout="0" passiveMode="true" shareSSLContext="true" isUseRsync="true" />
-          </advancedOptions>
-        </fileTransfer>
-      </webServer>
-    </option>
-  </component>
-</project>

Background_Removal_and_Change/Procfile

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-web: sh setup.sh && streamlit run app.py

Background_Removal_and_Change/README.md

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----
-title: ABC- Automatic Background Change
-emoji: ⚡
-colorFrom: yellow
-colorTo: gray
-sdk: streamlit
-app_file: app.py
-pinned: false
----

Background_Removal_and_Change/app.py

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-from libs import *
-from utils_func import create_dir, main_processing
-
-
-
-create_dir("tempDir")
-
-
-def load_image(image_file):
-	img = Image.open(image_file)
-	return img
-
-
-def streamlit_app():
-    detection_model_path = "weight_files/clothes_detection_model.pt"
-    background_model_path = "weight_files/model.h5"
-    save_path = ""
-    image_file = None
-    st.title("""WELCOME TO MY APP""")
-    st.subheader("""FOR BACKGROUND REMOVAL AND CHANGE!""")
-    col1 = None
-    col2 = None
-    final_img = None
-    with st.spinner("[UPLOAD] Image uploading"):
-        try:
-            image_file = st.file_uploader('[UPLOAD] Please upload your image:', type=["png", "jpg", "jpeg"])
-            time.sleep(1)
-        except:
-            print("[ERROR] Sorry, something went wrong!")
-            pass
-    # print(type(image_file))
-
-    if image_file is not None:
-        st.success("Load image successfully!...")
-        image = load_image(image_file)
-        # print(type(image))
-        col1, col2, col3 = st.columns(3)
-        with col1:
-            st.image(image, caption="Image before processing")
-        save_path = "tempDir/"+ image_file.name
-        image.save(save_path)
-
-
-        image_path, details = save_path, image_file
-
-        if details is not None:
-            with col2:
-                with st.spinner("[PROCESSING] Image processing"):
-                    final_img_path = main_processing(col1, col2, col3, sport_bg_path=stadium_sport_bg_path, swim_bg_path=beach_swim_bg_path,
-                                          office_bg_path=office_bg_path, img_path=image_path, name=details.name,
-                                          detection_model_path=detection_model_path,
-                                          background_model_path=background_model_path)
-                    time.sleep(1)
-
-            with col1:
-                if final_img_path is not None:
-                        final_img = load_image(final_img_path)
-                        st.image(final_img, caption="Image after processing")
-                        st.balloons()
-                        with col2:
-                            with open(final_img_path, "rb") as file:
-                                st.write('\n')
-                                st.write('\n')
-                                st.write('\n')
-                                st.write('\n')
-                                st.write('\n')
-
-                                file_name = save_path.split("/")[-1].split(".")[-2] +"_from_abc" + ".png"
-
-                                if st.download_button(
-                                    label="Download postprocessing image",
-                                    data=file,
-                                    file_name= file_name,
-                                    mime="image/png"
-                                ):
-                                    st.success('[DOWNLOAD] Download sucessfully!')
-
-
-
-if __name__ == '__main__':
-    np.random.seed(42)
-    tf.random.set_seed(42)
-
-    bg_path = ""
-    background_model_path = "weight_files/model.h5"
-    detection_model_path = "weight_files/clothes_detection_model.pt"
-
-    stadium_sport_bg_path = "backgrounds/camnou_stadium.jpg"
-    beach_swim_bg_path = "backgrounds/beach.jpg"
-    office_bg_path = "backgrounds/office-bg.jpg"
-
-    image_path = None
-
-    streamlit_app()

Background_Removal_and_Change/libs.py

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-import torch
-import json
-import os
-import numpy as np
-import cv2
-import tensorflow as tf
-import streamlit as st
-import time
-from PIL import Image
-from tensorflow.keras.utils import CustomObjectScope

Background_Removal_and_Change/metrics.py

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-from libs import *
-
-smooth = 1e-15
-
-
-def iou(y_true, y_pred):
-    def f(y_true, y_pred):
-        intersection = (y_true * y_pred).sum()
-        union = y_true.sum() + y_pred.sum() - intersection
-        x = (intersection + 1e-15) / (union + 1e-15)
-        x = x.astype(np.float32)
-        return x
-    return tf.numpy_function(f, [y_true, y_pred], tf.float32)
-
-
-
-def dice_coef(y_true, y_pred):
-    y_true = tf.keras.layers.Flatten()(y_true)
-    y_pred = tf.keras.layers.Flatten()(y_pred)
-    intersection = tf.reduce_sum(y_true * y_pred)
-    return (2. * intersection + smooth) / (tf.reduce_sum(y_true) + tf.reduce_sum(y_pred) + smooth)
-
-
-def dice_loss(y_true, y_pred):
-    return 1.0 - dice_coef(y_true, y_pred)

Background_Removal_and_Change/setup.sh

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-mkdir -p ~/.streamlit/
-
-echo "\
-[general]\n\
-email = \"[email protected]\"\n\
-" > ~/.streamlit/credentials.toml
-
-echo "\
-[server]\n\
-headless = true\n\
-enableCORS=false\n\
-port = $PORT\n\
-" > ~/.streamlit/config.toml