My exercises in the deep learning course
| Data | Accuracy | Loss |
|---|---|---|
| Train | 0.87 | 1.62 |
| Test | 0.90 | 1.61 |
| 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 |
confusion matrix:
| c/c | Female | Male |
|---|---|---|
| Female | 11275 | 267 |
| Male | 535 | 7924 |
confusion matrix:
| c/c | with mask | no mask |
|---|---|---|
| with mask | 482 | 1 |
| no mask | 2 | 507 |
