YOLIME - Visual explanations for a Darknet YOLOv4 model using LIME

Explanations in the context of a safety-critical fire detection application.

See the notebook for an example execution, my blog post for additional information.

Name		Name	Last commit message	Last commit date
Latest commit History 2,110 Commits
.circleci		.circleci
.github		.github
3rdparty		3rdparty
__pycache__		__pycache__
build/darknet		build/darknet
cfg		cfg
cmake		cmake
data		data
include		include
results		results
scripts		scripts
src		src
.gitignore		.gitignore
.travis.yml		.travis.yml
CMakeLists.txt		CMakeLists.txt
DarknetConfig.cmake.in		DarknetConfig.cmake.in
LICENSE		LICENSE
Makefile		Makefile
README.md		README.md
bad.list		bad.list
build.ps1		build.ps1
build.sh		build.sh
coordinates.txt		coordinates.txt
darknet.py		darknet.py
darknet_images.py		darknet_images.py
darknet_video.py		darknet_video.py
debug4exemplonotebook.ipynb		debug4exemplonotebook.ipynb
debugexemplo4.py		debugexemplo4.py
diagrama_yolime.png		diagrama_yolime.png
diagrama_yolime2.png		diagrama_yolime2.png
example1.png		example1.png
example2.png		example2.png
example3.png		example3.png
explainImageNotebook.ipynb		explainImageNotebook.ipynb
explanationHere.jpg		explanationHere.jpg
image_yolov3.sh		image_yolov3.sh
image_yolov4.sh		image_yolov4.sh
json_mjpeg_streams.sh		json_mjpeg_streams.sh
net_cam_v3.sh		net_cam_v3.sh
net_cam_v4.sh		net_cam_v4.sh
predictions.jpg		predictions.jpg
probabilityArray.txt		probabilityArray.txt
result.json		result.json
script_git.sh		script_git.sh
updatedNotebookColab.ipynb		updatedNotebookColab.ipynb
video_yolov3.sh		video_yolov3.sh
video_yolov4.sh		video_yolov4.sh
yolime.gif		yolime.gif
yolime_notebook.ipynb		yolime_notebook.ipynb

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