Samples lose their metadata when going through PipelineSimple
Somewhere in the pipeline, the metadata of the references and probes (age, gender, ...) are lost. They are no longer available in the score files.
Issue encountered with bob bio pipeline simple mobio-all arcface-insightface
.
After a first investigation:
- The metadata attributes are present when creating the
Sample
objects with theDatabase
. - The
ScoreWriter
receivesSample
objects that are already missing those attributes. - The
Distance
BioAlgorithm seems to transform samples into bags. Maybe more investigation needed here.