Integer K-Means - Initialization - Definition.
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| static void | alloc (VlIKMFilt *f, vl_size M, vl_size K) |
| | Helper function to allocate memory for an IKM quantizer. More...
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| static void | vl_ikm_init_helper (VlIKMFilt *f) |
| | Helper function to initialize the quantizer. More...
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| void | vl_ikm_init (VlIKMFilt *f, vl_ikmacc_t const *centers, vl_size M, vl_size K) |
| | Initialize quantizer with centers. More...
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| void | vl_ikm_init_rand (VlIKMFilt *f, vl_size M, vl_size K) |
| | Initialize quantizer with random centers. More...
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| void | vl_ikm_init_rand_data (VlIKMFilt *f, vl_uint8 const *data, vl_size M, vl_size N, vl_size K) |
| | Initialize with centers from random data. More...
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- Parameters
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| f | quantizer. |
| M | data dimensionality. |
| K | number of clusters. |
- Parameters
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| f | IKM quantizer. |
| centers | centers. |
| M | data dimensionality. |
| K | number of clusters. |
| static void vl_ikm_init_helper |
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VlIKMFilt * |
f | ) |
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static |
- Parameters
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| f | IKM quantizer. |
| M | data dimensionality. |
| K | number of clusters. |
- Parameters
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| f | IKM quantizer. |
| data | data. |
| M | data dimensionality. |
| N | number of data. |
| K | number of clusters. |