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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

Screen Shot 1400-07-06 at 11 33 12