sinkhole_ref Dataset
Versions
2024-07-03 5:46am
v9
· 3 months ago
2024-05-03 2:08pm
v8
· 5 months ago
2024-05-02 3:18pm
v7
· 5 months ago
2024-04-25 8:10pm
v6
· 5 months ago
2024-04-18 12:27am
v5
· 6 months ago
2024-03-29 8:24pm
v4
· 6 months ago
2024-03-29 7:12pm
v3
· 6 months ago
2024-03-28 1:25pm
v2
· 6 months ago
2024-03-28 1:57am
v1
· 6 months ago
v7
2024-05-02 3:18pm
Generated on May 2, 2024
9023 Total Images
View All Images
Dataset Split
Train Set 90%
8109Images
Valid Set 8%
711Images
Test Set 2%
203Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Hue: Between -20° and +20°
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 1px
Bounding Box: Rotation: Between -10° and +10°