fiftyone.utils.transformers.FiftyOneZeroShotTransformerForObjectDetection

Method	__init__	Undocumented
Method	predict	Performs prediction on the given data.
Instance Variable	classes	Undocumented
Instance Variable	config	Undocumented
Instance Variable	device	Undocumented
Instance Variable	model	Undocumented
Instance Variable	processor	Undocumented
Method	_load_model	Undocumented
Method	_load_processor	Undocumented
Method	_predict	Undocumented
Method	_process_inputs	Undocumented
Instance Variable	_text_prompts	Undocumented

Inherited from FiftyOneZeroShotTransformer:

Property	media_type	The media type processed by the model.
Property	preprocess	Whether to apply transforms during inference (True) or to assume that they have already been applied (False).
Property	ragged_batches	True/False whether transforms may return tensors of different sizes. If True, then passing ragged lists of data to predict_all is not allowed.
Property	transforms	The preprocessing function that will/must be applied to each input before prediction, or None if no preprocessing is performed.
Method	_get_text_prompts	Undocumented

Inherited from ZeroShotTransformerEmbeddingsMixin (via FiftyOneZeroShotTransformer):

Method	embed	Generates an embedding for the given data.
Method	embed_all	Generates embeddings for the given iterable of data.
Property	has_embeddings	Whether this instance has embeddings.
Method	_embed	Undocumented

Inherited from EmbeddingsMixin (via FiftyOneZeroShotTransformer, ZeroShotTransformerEmbeddingsMixin):

Method

get_embeddings

Returns the embeddings generated by the last forward pass of the model.

Inherited from ZeroShotTransformerPromptMixin (via FiftyOneZeroShotTransformer, ZeroShotTransformerEmbeddingsMixin, EmbeddingsMixin):

Method	embed_prompt	Generates an embedding for the given text prompt.
Method	embed_prompts	Generates an embedding for the given text prompts.
Property	can_embed_prompts	Whether this instance can generate prompt embeddings.
Method	_embed_prompts	Undocumented

Inherited from Model (via FiftyOneZeroShotTransformer, ZeroShotTransformerEmbeddingsMixin, EmbeddingsMixin, ZeroShotTransformerPromptMixin, PromptMixin):

Method	__enter__	Undocumented
Method	__exit__	Undocumented
Method	predict_all	Performs prediction on the given iterable of data.
Method	preprocess.setter	Undocumented
Property	has_logits	Whether this instance can generate logits for its predictions.