Type: lib.numpy.reshaping.Reshape4D
Namespace: lib.numpy.reshaping
Description
Reshape an array to a 4D shape without changing its data. array, reshape, dimensions, batch
Use cases:
- Prepare batch data for neural networks
- Structure spatiotemporal data
- Format data for 3D image processing with channels
Properties
| Property | Type | Description | Default |
|---|---|---|---|
| values | np_array |
The input array to reshape | {'type': 'np_array', 'value': None, 'dtype': '<i8', 'shape': [1]} |
| num_rows | int |
The number of rows | 0 |
| num_cols | int |
The number of columns | 0 |
| num_depths | int |
The number of depths | 0 |
| num_channels | int |
The number of channels | 0 |
Outputs
| Output | Type | Description |
|---|---|---|
| output | np_array |
Metadata
Related Nodes
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