fixed a bug

.gitignore

@@ -0,0 +1,174 @@
+
+# Created by https://www.toptal.com/developers/gitignore/api/python
+# Edit at https://www.toptal.com/developers/gitignore?templates=python
+
+### Python ###
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+cover/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+.pybuilder/
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+#   For a library or package, you might want to ignore these files since the code is
+#   intended to run in multiple environments; otherwise, check them in:
+# .python-version
+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# poetry
+#   Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
+#   This is especially recommended for binary packages to ensure reproducibility, and is more
+#   commonly ignored for libraries.
+#   https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
+#poetry.lock
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+# pytype static type analyzer
+.pytype/
+
+# Cython debug symbols
+cython_debug/
+
+# PyCharm
+#  JetBrains specific template is maintainted in a separate JetBrains.gitignore that can
+#  be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
+#  and can be added to the global gitignore or merged into this file.  For a more nuclear
+#  option (not recommended) you can uncomment the following to ignore the entire idea folder.
+#.idea/
+
+# End of https://www.toptal.com/developers/gitignore/api/python
+#
+#
+
+ImageNet-HARD-EMD-Real.zip
+demonstrations.zip
+ImageNet-HARD-Normal.zip
+demonstrations/
+visualizations_feb2022/
+ImageNet-HARD-EMD-5-Patches-Real.zip
+visualizations
+imagenet1k-pilot.tar.gz
+predictions/
+imagenet1k-pilot.zip
+Final.zip
+imagenet1k-val-50k-emd_results_rosy-brook-184.pickle

app.py

@@ -44,6 +44,18 @@ picklefile_url = "https://static.taesiri.com/xai/Task1_Results_CHM_and_EMD.pickl
 prediction_root = "./predictions/"
 prediction_pickle = f"{prediction_root}predictions.pickle"
 
+
+# Get the Data
+download_files(
+    root_visualization_dir,
+    viz_url,
+    viz_archivefile,
+    demonstration_url,
+    demonst_zipfile,
+    picklefile_url,
+    prediction_root,
+    prediction_pickle,
+)
 ################################################
 # GLOBAL VARIABLES
 app_mode = ""
@@ -73,19 +85,6 @@ session_state = SessionState.get(
 ################################################
 
 
-def get_data():
-    download_files(
-        root_visualization_dir,
-        viz_url,
-        viz_archivefile,
-        demonstration_url,
-        demonst_zipfile,
-        picklefile_url,
-        prediction_root,
-        prediction_pickle,
-    )
-
-
 def resmaple_queries():
     if session_state.first_run == 1:
         both_correct = glob(
@@ -299,8 +298,6 @@ def main():
     global app_mode
     global session_state
     global selected_xai_tool
-    # Get the Data
-    get_data()
 
     # Set the session state
     # State Management and General Setup

download_utils.py

@@ -46,8 +46,8 @@ def download_files(
         gdown.download(demonstration_url, demonst_zipfile, quiet=False)
         # os.makedirs(roo_demonstration_dir, exist_ok=True)
 
-    with zipfile.ZipFile(demonst_zipfile, "r") as zip_ref:
-        zip_ref.extractall("./")
+        with zipfile.ZipFile(demonst_zipfile, "r") as zip_ref:
+            zip_ref.extractall("./")
 
     # Get Predictions
     if not os.path.exists(prediction_pickle):