Dataset Versions
Versions
2024-11-22 4:22pm
v9
· 10 days ago
2024-11-21 4:02pm
v8
· 11 days ago
2024-09-26 6:30am
v7
· 2 months ago
2024-09-24 10:11am
v6
· 2 months ago
2024-09-20 7:57am
v5
· 2 months ago
2024-09-20 7-52am
v4
· 2 months ago
2024-09-20 7:50am
v3
· 2 months ago
2024-07-25 5:52am
v2
· 4 months ago
2024-07-19 6:48am
v1
· 4 months ago
v5
2024-09-20 7:57am
Generated on Sep 20, 2024
1176 Total Images
View All Images
Dataset Split
Train Set 95%
1116Images
Valid Set 3%
40Images
Test Set 2%
20Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
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
Mosaic: Applied