RGBD Activty Detection

Activity detection network trained on UTKinect-Action 3D dataset

Model(s)

• ResNet34
• ResNet50

Models were modified to support rgb-d images

UTKinect-Action 3D Dataset

https://cvrc.ece.utexas.edu/KinectDatasets/HOJ3D.html

Docs

FastAI:

https://docs.fast.ai/

Results

Test Set Accuracy: 98.47%

For more information see:

RGBD_Activity_Detection.ipynb