Data category | Order | shape |
Vector data | 2D tensor | (samples, features) |
Time series data | 3D tensor |
(samples, timesteps, features) |
image | 4D tensor | (samples, height, width, channels) |
video | 5D tensor | (samples, frames, height, width, channels) |