DeepLearning-Course

My exercises in the deep learning course

Voice Classification on Custom Dataset

Data	Accuracy	Loss
Train	0.87	1.62
Test	0.90	1.61

MLP vs MLP + CNN

Dataset	MLP (Machine Learning)	CNN + MLP (Deep Learning)
Mnist	0.97	0.98
Fasion Mnist	0.87	0.90
Cfar 10	0.45	0.65
Cfar 100	0.08	0.30

Gender Recognition

confusion matrix:

c/c	Female	Male
Female	11275	267
Male	535	7924

Face Mask Recognition

confusion matrix:

c/c	with mask	no mask
with mask	482	1
no mask	2	507

Estimating Age