mexca.container

Containers of pipeline components.

Module Contents

Classes

BaseContainer	Base class for container components. Only for internal use.
FaceExtractorContainer	Container for FaceExtractor component.
SpeakerIdentifierContainer	Container for SpeakerIdentifier component.
VoiceExtractorContainer	Container for VoiceExtractor component.
AudioTranscriberContainer	Container for AudioTrascriber component.
SentimentExtractorContainer	Container for SentimentExtractor component.

class mexca.container.BaseContainer(image_name: str)

Base class for container components. Only for internal use.

class mexca.container.FaceExtractorContainer(num_faces: Optional[int], min_face_size: int = 20, thresholds: Tuple[float] = (0.6, 0.7, 0.7), factor: float = 0.709, post_process: bool = True, select_largest: bool = True, selection_method: Optional[str] = None, keep_all: bool = True, device: Optional[torch.device] = 'cpu', embeddings_model: str = 'vggface2', au_model: str = 'xgb', landmark_model: str = 'mobilefacenet', image_name: str = 'mexca/face-extractor')

Bases: BaseContainer

Container for FaceExtractor component.

Parameters

image_name (str, default='mexca-face-extractor') – Name of the image to create a container from. Pulls the image from Docker Hub if not found locally.

See also

FaceExtractor

class mexca.container.SpeakerIdentifierContainer(num_speakers: Optional[int] = None, use_auth_token: Union[bool, str] = True, image_name: str = 'mexca/speaker-identifier')

Bases: BaseContainer

Container for SpeakerIdentifier component.

Parameters

image_name (str, default='mexca-speaker-identifier') – Name of the image to create a container from. Pulls the image from Docker Hub if not found locally.

See also

SpeakerIdentifier

class mexca.container.VoiceExtractorContainer(image_name: str = 'mexca/voice-extractor')

Bases: BaseContainer

Container for VoiceExtractor component.

Parameters

image_name (str, default='mexca-voice-extractor') – Name of the image to create a container from. Pulls the image from Docker Hub if not found locally.

See also

VoiceExtractor

class mexca.container.AudioTranscriberContainer(whisper_model: Optional[str] = 'small', device: Optional[Union[str, torch.device]] = 'cpu', sentence_rule: Optional[str] = None, image_name: str = 'mexca/audio-transcriber')

Bases: BaseContainer

Container for AudioTrascriber component.

Parameters

image_name (str, default='mexca-audio-transcriber') – Name of the image to create a container from. Pulls the image from Docker Hub if not found locally.

See also

AudioTranscriber

class mexca.container.SentimentExtractorContainer(image_name: str = 'mexca/sentiment-extractor')

Bases: BaseContainer

Container for SentimentExtractor component.

Parameters

image_name (str, default='mexca-sentiment-extractor') – Name of the image to create a container from. Pulls the image from Docker Hub if not found locally.

See also

SentimentExtractor