Image¶

Classes:

`Image`([shape])	Metaclass for transformations of images
`DLC`(model_dir, model_zoo, args, *kwargs)	Do pose estimation with `DeepLabCut-Live`!!!!!

class Image(shape=None, *args, **kwargs)[source]¶

Metaclass for transformations of images

Attributes:

class DLC(model_dir: Optional[str] = None, model_zoo: Optional[str] = None, *args, **kwargs)[source]¶

Do pose estimation with DeepLabCut-Live!!!!!

Specify a model_dir (relative to <BASEDIR>/dlc or absolute) or a model name from the DLC model zoo.

All other args and kwargs are passed on to dlclive.DLCLive, see its documentation for details: https://github.com/DeepLabCut/DeepLabCut-live

Variables

model_type (str, 'local' or 'zoo') – whether a directory (local) or a modelzoo name (zoo) was passed
live (dlclive.DLCLive) – the DLCLive object

Must give either model_dir or model_zoo

Parameters

model_dir (str) – directory of model, either absolute or relative to <BASEDIR>/dlc. if None, use model_zoo
model_zoo (str) – name of modelzoo model. if None, use model_dir
*args – passed to DLCLive and superclass
**kwargs – passed to DLCLive and superclass

Methods:

`process`(input)
`list_modelzoo`()	List available modelzoo model names in local deeplabcut version
`import_dlc`()
`create_modelzoo`(model)
`load_model`()
`export_model`()

Attributes:

`model`
`model_dir`
`dlc_paths`	paths used by dlc in manipulating/using models
`dlc_dir`	`{prefs.BASE_DIR}/dlc` :returns: str
`format_in`
`format_out`

property dlc_paths¶

paths used by dlc in manipulating/using models

config: <model_dir>/config.yaml
train_pose_cfg: <model_dir>/dlc-models/iteration-<n>/<name>/train/pose_cfg.yaml,
export_pose_cfg: <model_dir>/exported-models/<name>/pose_cfg.yaml
export_dir: <model_dir>/exported-models/<name>

classmethod list_modelzoo()[source]¶

List available modelzoo model names in local deeplabcut version