Represents custom features derived from image embeddings.
| Input Parameter | Type | Default | Description |
|---|---|---|---|
| source_column | str | Required | URL where image data is stored |
| column | str | Required | Specifies the column name where embeddings corresponding to source_col are stored. |
| n_clusters | Optional[int] | 5 | The number of clusters |
| centroids | Optional[List] | Centroids of the clusters in the embedded space. Number of centroids equal to n_clusters | Centroids of the clusters in the embedded space. Number of centroids equal to n_clusters |
image_embedding_feature = fdl.ImageEmbedding(
name='image_feature',
source_column='image_url',
column='image_embedding',
)