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
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