illegal_sign Dataset

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Versions
090123 - No Augmentation
v21
·
a year ago
090123 - Augmented
v20
·
a year ago
080123 No Augment
v18
·
a year ago
080123 Augmented
v16
·
a year ago
080123 Augmented - old
v11
·
a year ago
2022-12-21 11-59pm_Augmentation-Shear2-0.5
v5
·
2 years ago
2022-12-21 11-18pm_Augmentation-Shear-0.7
v4
·
2 years ago
2022-12-16_Model_NoAugmentation-0.7
v3
·
2 years ago
2022-12-14_Model-0.6
v2
·
2 years ago
2022-11-08 11-38pm
v1
·
2 years ago
v2

2022-12-14_Model-0.6

Generated on Dec 13, 2022
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175 Total Images

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Dataset Split

Train Set 87%
153Images
Valid Set 9%
15Images
Test Set 4%
7Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -30° and +30°
Shear: ±18° Horizontal, ±13° Vertical
Brightness: Between -57% and +57%
Blur: Up to 1.75px
Noise: Up to 5% of pixels
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Brightness: Between -25% and +25%