Skip to main content

Table 4 AAM resources required

From: A review of image-based automatic facial landmark identification techniques

Dataset Model Time Avg Workload Memory
   (h:min:s) # CPUs (min × CPUs) (GB)
BioID hAAM 00:03:06 4.45 14 1
BioID pAAM 00:06:12 4.70 29 1.1
300W (indoor) hAAM 00:06:14 5.53 34 2.6
300W (indoor) pAAM 00:03:09 4.47 15 1.8
300W (outdoor) hAAM 00:06:14 5.53 34 2.6
300W (outdoor) pAAM 00:03:09 4.47 14 1.8
300W (combined) hAAM 00:15:41 5.12 80 4.4
300W (combined) pAAM 00:09:10 3.79 35 4.3
HELEN hAAM 03:53:59 6.89 1612 26.1
HELEN pAAM 00:34:50 6.40 223 6.3
MUCT hAAM 01:26:56 7.81 679 4.9
MUCT pAAM 01:36:25 7.77 749 4.6
Menpo (frontal) hAAM 06:28:44 3048 7.83 16.6
Menpo (frontal) pAAM 05:44:16 2702 7.85 16.1
Menpo (profile) hAAM 00:28:56 138 4.76 5.4
Menpo (profile) pAAM 00:36:44 224 6.09 5.4