Update README.md
Browse files
README.md
CHANGED
|
@@ -4,4 +4,40 @@ metrics:
|
|
| 4 |
- accuracy
|
| 5 |
- f1
|
| 6 |
---
|
| 7 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 4 |
- accuracy
|
| 5 |
- f1
|
| 6 |
---
|
| 7 |
+
Returns age bin based on a facial image.
|
| 8 |
+
|
| 9 |
+
See https://www.kaggle.com/code/dima806/facial-age-years-detection-vit for more details.
|
| 10 |
+
|
| 11 |
+
```
|
| 12 |
+
Classification report:
|
| 13 |
+
|
| 14 |
+
precision recall f1-score support
|
| 15 |
+
|
| 16 |
+
01 0.6281 0.9054 0.7417 222
|
| 17 |
+
02 0.3854 0.5000 0.4353 222
|
| 18 |
+
03 0.7121 0.2117 0.3264 222
|
| 19 |
+
04 0.8462 0.0495 0.0936 222
|
| 20 |
+
05 0.4567 0.8559 0.5956 222
|
| 21 |
+
06-07 0.6808 0.6502 0.6651 223
|
| 22 |
+
08-09 0.6111 0.6413 0.6258 223
|
| 23 |
+
10-12 0.5833 0.5676 0.5753 222
|
| 24 |
+
13-15 0.6577 0.7668 0.7081 223
|
| 25 |
+
16-20 0.5935 0.6577 0.6239 222
|
| 26 |
+
21-25 0.5514 0.6009 0.5751 223
|
| 27 |
+
26-30 0.4274 0.4640 0.4449 222
|
| 28 |
+
31-35 0.5376 0.2252 0.3175 222
|
| 29 |
+
36-40 0.4370 0.2646 0.3296 223
|
| 30 |
+
41-45 0.3746 0.5830 0.4561 223
|
| 31 |
+
46-50 0.3828 0.4978 0.4327 223
|
| 32 |
+
51-55 0.4061 0.4189 0.4124 222
|
| 33 |
+
56-60 0.3791 0.2613 0.3093 222
|
| 34 |
+
61-65 0.4706 0.1794 0.2597 223
|
| 35 |
+
66-70 0.3811 0.4550 0.4148 222
|
| 36 |
+
71-80 0.5468 0.6577 0.5971 222
|
| 37 |
+
81-90 0.7985 0.9596 0.8717 223
|
| 38 |
+
90+ 0.9781 1.0000 0.9889 223
|
| 39 |
+
|
| 40 |
+
accuracy 0.5381 5116
|
| 41 |
+
macro avg 0.5577 0.5380 0.5131 5116
|
| 42 |
+
weighted avg 0.5577 0.5381 0.5132 5116
|
| 43 |
+
```
|