Created by : Sameer Sharma
Dataset link: http://archive.ics.uci.edu/ml/datasets/cmu+face+images
Sunglasses Recognizer
training file- straightrnd_train.list. testing files- straightrnd_test1.list, and straightrnd_test2.list.
Network: No. of layers: 3 Input layer units: 960 Hidden layer units: 550 Output units: 2
Maximum accuracy achieved: 97.05 %
Learning Rate: 0.011 Momentum: 0.001
No. of iterations: 200
Face recognizer
training file- straighteven_train.list. testing files- straighteven_test1.list and straighteven_test2.list
Network: No. of layers: 3 Input layer units: 960 Hidden layer units: 500 Output units: 20
Maximum accuracy achieved: 97.22 %
Learning Rate: 0.008 Momentum: 0.004
No. of iterations: 150
Pose recognizer
training file- all_train.list. testing files- all_test1.list and all_test2.list.
Network: No. of layers: 3 Input layer units: 960 Hidden layer units: 550 Output units: 4
Maximum accuracy achieved: 91.8 %
Learning Rate: 0.004 Momentum: 0.002
No. of iterations: 50