DatalakeUnique & shared place gathering all
Data(images) related to an Organization
DataAn image & associated Metadata contained in the
Metadatathat can be assigned to one or several
Datain order to organize a
DatasetA placeholder for multiple
DatasetVersionA subset of
Datainherited from the
Datalakethat will be annotated to be used later for a
AssetAn image & associated Metadata contained in a
DatasetVersion, each asset is linked to its
AssetTagAdditional Metadata that can be assigned to one or several
Assetin order to organize a
LabelAn object that will store a class name and an id.
AnnotationA set of
Shapeannotated by one person.
ShapeAn annotated object can be a classification, a rectangle, a polygon, a line, or a point.
ProjectA workspace dedicated to the development of a
ExperimentA framework that structures the training of a
EvaluationA GroundTruth and a Prediction on a dedicated
Assetin the frame of an Experiment that aims at evaluating the model's behavior on a dedicated bunch of images.
ModelA placeholder for multiple
ModelVersionA Picsellia object that can gathers Model Files, contextual information, Docker Image, Parameters,
LabelMap, Source Experiment, attached
DatasetVersions. ModelVersion can be created form an
Experimentor created from scratch.
LabelMapA dictionary associating
LabelMapis created at the
Experimentlevel based on the
Labeldefined in the attached
DatasetVersion. It is also inherited in the
ModelVersionexported from the
PredictionA set of
Shapeand associated Metadata predicted by a
PredictedAssetAn image & associated Metadata contained in a
Deploymenton which a
Predictionhas been done by a
PredictedAssetis linked to its
Updated 2 months ago