Changelog

Version 4, 30/Jan/2018:
- Port to beat.backend.python v1.5.0
Version 3, 30/Oct/2017:
- Port to beat.backend.python v1.4.2
Version 2, 20/Jan/2016:
- Port to Bob v2
Version 1, 01/Apr/2014:
- Initial release

Description

The BANCA database is a large, realistic and challenging multi-modal database intended for training and testing multi-modal verification systems. The BANCA database was captured in four European languages in two modalities (face and voice). For recording, both high and low quality microphones and cameras were used. The subjects were recorded in three different scenarios, controlled, degraded and adverse over 12 different sessions spanning three months. In total 208 people were captured, half men and half women.

http://www.ee.surrey.ac.uk/CVSSP/banca/samples/1021_1.jpg

http://www.ee.surrey.ac.uk/CVSSP/banca/samples/1029_1.jpg

http://www.ee.surrey.ac.uk/CVSSP/banca/samples/1015_1.jpg

This deployment of the BANCA database only consists of the images of the English recordings.

Associated with the database is the BANCA protocol. The protocol defines which sets of data to use for training, evaluation and testing. Performing experiments according to the protocol allows institutions to easily compare their results to others.

G (advanced_face_recognition) 5 sets

Search experiments

train

Output name	Data format
image:	system/array_3d_uint8/1
eye_centers:	system/eye_positions/1 (The position of the eyes of a person in an image)
file_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
client_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)

dev_templates

Output name	Data format
image:	system/array_3d_uint8/1
eye_centers:	system/eye_positions/1 (The position of the eyes of a person in an image)
file_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
client_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
template_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)

dev_probes

Output name	Data format
image:	system/array_3d_uint8/1
probe_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
file_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
client_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
eye_centers:	system/eye_positions/1 (The position of the eyes of a person in an image)
template_ids:	system/array_1d_uint64/1 (Basic format containing a one-dimensional array of unsigned integer (64 bits) values)

test_templates

Output name	Data format
image:	system/array_3d_uint8/1
eye_centers:	system/eye_positions/1 (The position of the eyes of a person in an image)
file_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
client_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
template_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)

test_probes

Output name	Data format
image:	system/array_3d_uint8/1
probe_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
file_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
client_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
eye_centers:	system/eye_positions/1 (The position of the eyes of a person in an image)
template_ids:	system/array_1d_uint64/1 (Basic format containing a one-dimensional array of unsigned integer (64 bits) values)

Ma (advanced_face_recognition) 5 sets

Search experiments

train

Output name	Data format
image:	system/array_3d_uint8/1
eye_centers:	system/eye_positions/1 (The position of the eyes of a person in an image)
file_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
client_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)

dev_templates

Output name	Data format
image:	system/array_3d_uint8/1
eye_centers:	system/eye_positions/1 (The position of the eyes of a person in an image)
file_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
client_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
template_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)

dev_probes

Output name	Data format
image:	system/array_3d_uint8/1
probe_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
file_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
client_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
eye_centers:	system/eye_positions/1 (The position of the eyes of a person in an image)
template_ids:	system/array_1d_uint64/1 (Basic format containing a one-dimensional array of unsigned integer (64 bits) values)

test_templates

Output name	Data format
image:	system/array_3d_uint8/1
eye_centers:	system/eye_positions/1 (The position of the eyes of a person in an image)
file_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
client_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
template_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)

test_probes

Output name	Data format
image:	system/array_3d_uint8/1
probe_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
file_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
client_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
eye_centers:	system/eye_positions/1 (The position of the eyes of a person in an image)
template_ids:	system/array_1d_uint64/1 (Basic format containing a one-dimensional array of unsigned integer (64 bits) values)

Mc (advanced_face_recognition) 5 sets

Search experiments

train

Output name	Data format
image:	system/array_3d_uint8/1
eye_centers:	system/eye_positions/1 (The position of the eyes of a person in an image)
file_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
client_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)

dev_templates

Output name	Data format
image:	system/array_3d_uint8/1
eye_centers:	system/eye_positions/1 (The position of the eyes of a person in an image)
file_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
client_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
template_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)

dev_probes

Output name	Data format
image:	system/array_3d_uint8/1
probe_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
file_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
client_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
eye_centers:	system/eye_positions/1 (The position of the eyes of a person in an image)
template_ids:	system/array_1d_uint64/1 (Basic format containing a one-dimensional array of unsigned integer (64 bits) values)

test_templates

Output name	Data format
image:	system/array_3d_uint8/1
eye_centers:	system/eye_positions/1 (The position of the eyes of a person in an image)
file_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
client_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
template_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)

test_probes

Output name	Data format
image:	system/array_3d_uint8/1
probe_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
file_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
client_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
eye_centers:	system/eye_positions/1 (The position of the eyes of a person in an image)
template_ids:	system/array_1d_uint64/1 (Basic format containing a one-dimensional array of unsigned integer (64 bits) values)

Md (advanced_face_recognition) 5 sets

Search experiments

train

Output name	Data format
image:	system/array_3d_uint8/1
eye_centers:	system/eye_positions/1 (The position of the eyes of a person in an image)
file_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
client_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)

dev_templates

Output name	Data format
image:	system/array_3d_uint8/1
eye_centers:	system/eye_positions/1 (The position of the eyes of a person in an image)
file_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
client_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
template_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)

dev_probes

Output name	Data format
image:	system/array_3d_uint8/1
probe_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
file_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
client_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
eye_centers:	system/eye_positions/1 (The position of the eyes of a person in an image)
template_ids:	system/array_1d_uint64/1 (Basic format containing a one-dimensional array of unsigned integer (64 bits) values)

test_templates

Output name	Data format
image:	system/array_3d_uint8/1
eye_centers:	system/eye_positions/1 (The position of the eyes of a person in an image)
file_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
client_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
template_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)

test_probes

Output name	Data format
image:	system/array_3d_uint8/1
probe_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
file_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
client_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
eye_centers:	system/eye_positions/1 (The position of the eyes of a person in an image)
template_ids:	system/array_1d_uint64/1 (Basic format containing a one-dimensional array of unsigned integer (64 bits) values)

P (advanced_face_recognition) 5 sets

Search experiments

train

Output name	Data format
image:	system/array_3d_uint8/1
eye_centers:	system/eye_positions/1 (The position of the eyes of a person in an image)
file_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
client_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)

dev_templates

Output name	Data format
image:	system/array_3d_uint8/1
eye_centers:	system/eye_positions/1 (The position of the eyes of a person in an image)
file_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
client_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
template_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)

dev_probes

Output name	Data format
image:	system/array_3d_uint8/1
probe_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
file_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
client_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
eye_centers:	system/eye_positions/1 (The position of the eyes of a person in an image)
template_ids:	system/array_1d_uint64/1 (Basic format containing a one-dimensional array of unsigned integer (64 bits) values)

test_templates

Output name	Data format
image:	system/array_3d_uint8/1
eye_centers:	system/eye_positions/1 (The position of the eyes of a person in an image)
file_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
client_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
template_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)

test_probes

Output name	Data format
image:	system/array_3d_uint8/1
probe_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
file_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
client_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
eye_centers:	system/eye_positions/1 (The position of the eyes of a person in an image)
template_ids:	system/array_1d_uint64/1 (Basic format containing a one-dimensional array of unsigned integer (64 bits) values)

Ua (advanced_face_recognition) 5 sets

Search experiments

train

Output name	Data format
image:	system/array_3d_uint8/1
eye_centers:	system/eye_positions/1 (The position of the eyes of a person in an image)
file_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
client_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)

dev_templates

Output name	Data format
image:	system/array_3d_uint8/1
eye_centers:	system/eye_positions/1 (The position of the eyes of a person in an image)
file_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
client_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
template_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)

dev_probes

Output name	Data format
image:	system/array_3d_uint8/1
probe_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
file_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
client_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
eye_centers:	system/eye_positions/1 (The position of the eyes of a person in an image)
template_ids:	system/array_1d_uint64/1 (Basic format containing a one-dimensional array of unsigned integer (64 bits) values)

test_templates

Output name	Data format
image:	system/array_3d_uint8/1
eye_centers:	system/eye_positions/1 (The position of the eyes of a person in an image)
file_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
client_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
template_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)

test_probes

Output name	Data format
image:	system/array_3d_uint8/1
probe_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
file_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
client_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
eye_centers:	system/eye_positions/1 (The position of the eyes of a person in an image)
template_ids:	system/array_1d_uint64/1 (Basic format containing a one-dimensional array of unsigned integer (64 bits) values)

Ud (advanced_face_recognition) 5 sets

Search experiments

train

Output name	Data format
image:	system/array_3d_uint8/1
eye_centers:	system/eye_positions/1 (The position of the eyes of a person in an image)
file_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
client_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)

dev_templates

Output name	Data format
image:	system/array_3d_uint8/1
eye_centers:	system/eye_positions/1 (The position of the eyes of a person in an image)
file_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
client_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
template_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)

dev_probes

Output name	Data format
image:	system/array_3d_uint8/1
probe_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
file_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
client_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
eye_centers:	system/eye_positions/1 (The position of the eyes of a person in an image)
template_ids:	system/array_1d_uint64/1 (Basic format containing a one-dimensional array of unsigned integer (64 bits) values)

test_templates

Output name	Data format
image:	system/array_3d_uint8/1
eye_centers:	system/eye_positions/1 (The position of the eyes of a person in an image)
file_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
client_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
template_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)

test_probes

Output name	Data format
image:	system/array_3d_uint8/1
probe_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
file_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
client_id:	system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value)
eye_centers:	system/eye_positions/1 (The position of the eyes of a person in an image)
template_ids:	system/array_1d_uint64/1 (Basic format containing a one-dimensional array of unsigned integer (64 bits) values)

databases banca 4

Changelog

Description

G (advanced_face_recognition) 5 sets

train

dev_templates

dev_probes

test_templates

test_probes

Ma (advanced_face_recognition) 5 sets

train

dev_templates

dev_probes

test_templates

test_probes

Mc (advanced_face_recognition) 5 sets

train

dev_templates

dev_probes

test_templates

test_probes

Md (advanced_face_recognition) 5 sets

train

dev_templates

dev_probes

test_templates

test_probes

P (advanced_face_recognition) 5 sets

train

dev_templates

dev_probes

test_templates

test_probes

Ua (advanced_face_recognition) 5 sets

train

dev_templates

dev_probes

test_templates

test_probes

Ud (advanced_face_recognition) 5 sets

train

dev_templates

dev_probes

test_templates

test_probes

This database is Public

databases

banca

4