Skeleton-based-Human-Fall-Detection

Installation

Extract the pose information from URFD or Le2i by running:

python3 process_urfd.py
python3 propess_le2i.py

Create the pkl data file by running:

python3 process_annotation.py

Train the action recognition model:

python3 train.py

Name	Name	Last commit message	Last commit date
Latest commit History 23 Commits 23 Commits
Annotations	Annotations
DataFiles/URFD_3classes	DataFiles/URFD_3classes
Detection	Detection
ExampleOutputs	ExampleOutputs
Network	Network
Result	Result
SPPE	SPPE
Track	Track
Videos	Videos
.gitignore	.gitignore
CameraLoader.py	CameraLoader.py
DetectorLoader.py	DetectorLoader.py
FallDetectorLoader.py	FallDetectorLoader.py
PoseEstimateLoader.py	PoseEstimateLoader.py
README.md	README.md
Utils.py	Utils.py
Visualizer.py	Visualizer.py
fn.py	fn.py
main.py	main.py
pPose_nms.py	pPose_nms.py
pose_utils.py	pose_utils.py
process_annotation.py	process_annotation.py
process_le2i.py	process_le2i.py
process_multicam.py	process_multicam.py
process_urfd.py	process_urfd.py
test.py	test.py
train.py	train.py
train.sh	train.sh
video_output.py	video_output.py
visualize_le2i.py	visualize_le2i.py