Dataset Versions
Versions
2024-05-23 10:54am
v15
· 6 months ago
2024-05-23 10:36am
v14
· 6 months ago
2024-05-06 4:41pm
v13
· 6 months ago
2024-05-03 1:38pm
v11
· 6 months ago
2024-05-03 1:36pm
v10
· 6 months ago
2024-05-02 11:57am
v9
· 6 months ago
2024-05-02 11:51am
v8
· 6 months ago
2024-04-30 9:35am
v6
· 7 months ago
2024-04-27 3:37pm
v5
· 7 months ago
2024-04-26 7:32pm
v4
· 7 months ago
2024-04-26 3:55pm
v3
· 7 months ago
2024-04-25 9:55am
v2
· 7 months ago
v9
2024-05-02 11:57am
Generated on May 2, 2024
4035 Total Images
View All Images
Dataset Split
Train Set 93%
3745Images
Valid Set 5%
189Images
Test Set 3%
101Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 5
90° Rotate: Clockwise, Counter-Clockwise
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels