Create README.md
Browse files
README.md
ADDED
|
@@ -0,0 +1,34 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
license: apache-2.0
|
| 3 |
+
metrics:
|
| 4 |
+
- accuracy
|
| 5 |
+
- f1
|
| 6 |
+
base_model:
|
| 7 |
+
- google/vit-base-patch16-224-in21k
|
| 8 |
+
pipeline_tag: image-classification
|
| 9 |
+
---
|
| 10 |
+
Detects age group with about 18% accuracy based on an image.
|
| 11 |
+
|
| 12 |
+
See https://www.kaggle.com/code/dima806/age-group-image-classification-vit for details.
|
| 13 |
+
|
| 14 |
+

|
| 15 |
+
|
| 16 |
+
```
|
| 17 |
+
Classification report:
|
| 18 |
+
|
| 19 |
+
precision recall f1-score support
|
| 20 |
+
|
| 21 |
+
0-2 0.0000 0.0000 0.0000 0
|
| 22 |
+
3-9 0.1667 0.2500 0.2000 8
|
| 23 |
+
10-19 0.1667 0.0769 0.1053 13
|
| 24 |
+
20-29 0.4000 0.3243 0.3582 37
|
| 25 |
+
30-39 0.0000 0.0000 0.0000 18
|
| 26 |
+
40-49 0.0000 0.0000 0.0000 13
|
| 27 |
+
50-59 0.1579 0.5000 0.2400 6
|
| 28 |
+
60-69 0.0000 0.0000 0.0000 3
|
| 29 |
+
more than 70 0.0000 0.0000 0.0000 2
|
| 30 |
+
|
| 31 |
+
accuracy 0.1800 100
|
| 32 |
+
macro avg 0.0990 0.1279 0.1004 100
|
| 33 |
+
weighted avg 0.1925 0.1800 0.1766 100
|
| 34 |
+
```
|