Dataset Versions
Versions
2024-07-01 11:19am
v15
· 5 months ago
2024-07-01 9:37am
v14
· 5 months ago
2024-06-25 7:55am
v13
· 5 months ago
2024-06-24 12:21pm
v12
· 5 months ago
2024-06-18 10:50am
v11
· 5 months ago
2024-06-18 10:36am
v10
· 5 months ago
2024-06-17 9:04am
v9
· 5 months ago
2024-06-17 9:04am
v8
· 5 months ago
2024-05-15 12:41pm
v7
· 6 months ago
2024-05-13 4:44pm
v6
· 6 months ago
2024-05-09 8:30pm
v5
· 6 months ago
2024-05-09 3:25pm
v4
· 7 months ago
2024-05-07 2:01pm
v3
· 7 months ago
2024-05-03 1:14pm
v2
· 7 months ago
2024-05-02 1:02pm
v1
· 7 months ago
v8
2024-06-17 9:04am
Generated on Jun 17, 2024
2704 Total Images
View All Images
Dataset Split
Train Set 91%
2448Images
Valid Set 6%
160Images
Test Set 4%
96Images
Preprocessing
Tile: 4 rows x 4 columns
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
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
Cutout: 3 boxes with 10% size each
Mosaic: Applied
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±10° Horizontal, ±10° Vertical
Bounding Box: Brightness: Between -15% and +15%
Bounding Box: Exposure: Between -10% and +10%
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 0.1% of pixels