Entertaining and Training your dog while you are away.
Using state-of-the-art computer vision algorithms, this dog localization and activity recognition system can determine what your dog is doing from a home surveillance camera.
Python3, Tensorflow, Numpy, OpenCV
Darkflow for Yolo
M-PACT Activity Recognition Platform
| Mean | Standard Deviation | Random Chance |
|---|---|---|
| 68.41 | 6.10 | 50.00 |
Across 5 splits given in tfrecords_pawpal/split.npy in the dataset download link below
Download the weights for C3D Download link
Add the weight file to PawPal/c3d/.
python detection_c3d.py --vidnum 0
Dog biting vs non biting tfrecords dataset Download link
Install M-PACT and copy PawPal/c3d/c3d_frozen into the models directory of M-PACT