|
--- |
|
license: apache-2.0 |
|
metrics: |
|
- accuracy |
|
- f1 |
|
--- |
|
Returns headgear type given an image. |
|
|
|
See https://www.kaggle.com/code/dima806/headgear-image-detection-vit for more details. |
|
|
|
 |
|
|
|
``` |
|
Classification report: |
|
|
|
precision recall f1-score support |
|
|
|
BERET 1.0000 0.9565 0.9778 115 |
|
FEDORA 0.9913 1.0000 0.9956 114 |
|
SOMBERO 1.0000 1.0000 1.0000 115 |
|
HARD HAT 1.0000 1.0000 1.0000 115 |
|
FEZ 1.0000 0.9912 0.9956 114 |
|
ZUCCHETTO 1.0000 0.9912 0.9956 114 |
|
TOP HAT 1.0000 1.0000 1.0000 115 |
|
DEERSTALKER 0.9913 1.0000 0.9956 114 |
|
ASCOT CAP 0.9500 1.0000 0.9744 114 |
|
PORK PIE 0.9739 0.9825 0.9782 114 |
|
MILITARY HELMET 1.0000 1.0000 1.0000 115 |
|
BICORNE 1.0000 0.9912 0.9956 114 |
|
FOOTBALL HELMET 1.0000 1.0000 1.0000 115 |
|
MOTARBOARD 0.9913 1.0000 0.9956 114 |
|
BOATER 1.0000 1.0000 1.0000 115 |
|
PITH HELMET 0.9913 1.0000 0.9956 114 |
|
SOUTHWESTER 1.0000 0.9912 0.9956 114 |
|
BOWLER 0.9912 0.9825 0.9868 114 |
|
GARRISON CAP 1.0000 0.9912 0.9956 114 |
|
BASEBALL CAP 1.0000 1.0000 1.0000 115 |
|
|
|
accuracy 0.9939 2288 |
|
macro avg 0.9940 0.9939 0.9939 2288 |
|
weighted avg 0.9940 0.9939 0.9939 2288 |
|
``` |
