Dataset Versions
Versions
2024-08-15 5:59pm
v11
· 3 months ago
2024-08-15 5:50pm
v10
· 3 months ago
2024-08-04 9:43am
v9
· 4 months ago
2024-08-03 7:59pm
v8
· 4 months ago
2024-08-03 8:17am
v7
· 4 months ago
2024-08-03 8:06am
v6
· 4 months ago
2024-08-03 8:01am
v5
· 4 months ago
2024-07-26 6:54pm
v4
· 4 months ago
2024-07-22 8:43pm
v3
· 4 months ago
2024-07-22 8:42pm
v2
· 4 months ago
2024-07-20 4:16pm
v1
· 4 months ago
v7
2024-08-03 8:17am
Generated on Aug 3, 2024
2304 Total Images
View All Images
Dataset Split
Train Set 98%
2247Images
Valid Set 2%
52Images
Test Set 0%
5Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Hue: Between -90° and +90°
Saturation: Between -20% and +20%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 1px