The Korean Sign Language Dataset
-
[RGB train/val/test]
-
[Optical Flow train/val/test]
- RGB, Optical Flow datasets
RGB : 255 * 255
Optical flow : x, y, magnitude (3 channel) from "High accuracy optical flow estimation based on a theory for warping."
- RGB train/val/test and Optical flow train/val/test file
- TSN
BN inception
consensus type: average
segments: 7
batch size: 8
dropout rate: 0.7
lr: 0.001
- I3D
Inception-v1
input frames: 32
batch size: 8
lr: 0.001
- LRCN
Vggnet+LSTM
input frames: 16
batch size: 48
lr: 0.001