From: Estimation of gait normality index based on point clouds through deep auto-encoder
Model | Framework | Preprocessing (using C++) | Forward and backward (in training stage) | Forward (in inference stage) |
---|---|---|---|---|
FoldingNet [39] | TensorFlow | 0.262 (ms) | 1.639 (s) | 0.446 (s) |
PointNet [24] | TensorFlow | 0.262 (ms) | 1.308 (s) | 0.102 (s) |
RSNet [14] | Torch | 0.311 (ms) | 0.202 (s) | 0.058 (s) |
Our 6 models | TensorFlow | 1.126 (ms) | 0.014 (s) | 0.002 (s) |