Implemented a simple filelist database interface for the VanillaBiometrics based on CSVFiles.
CSVDatasetDevEval needs to have the following format:
my_dataset/ my_dataset/my_protocol/ my_dataset/my_protocol/train.csv my_dataset/my_protocol/train.csv/dev_enroll.csv my_dataset/my_protocol/train.csv/dev_probe.csv my_dataset/my_protocol/train.csv/eval_enroll.csv my_dataset/my_protocol/train.csv/eval_probe.csv ...
where each CSV file needs to have the following format:
PATH,SUBJECT path_1,subject_1 path_2,subject_2 path_i,subject_j
This formart allows the usage of metadata by following the pattern below:
PATH,SUBJECT,METADATA_1,METADATA_2,METADATA_k path_1,subject_1,A,B,C path_2,subject_2,A,B,1 path_i,subject_j,2,3,4
We can imagine other implementations of this.
CSVDatasetCrossValidation that given a csv file, it splits "on-the-fly" several data for enrolling, probing and training.
CSVDatasetWithEyesAnnotation, that handles annotations for Face Rec pipelines.
I still need to implement a mechanism that takes
zip files as input to
That way we can ship databases as simple zip files
ping @ydayer @amohammadi
I'll merge this tomorrow.
I need this to support the efforts on