Dataset Versions
Versions
v1
2023-09-24 7:39am
Generated on Sep 24, 2023
825 Total Images
View All Images
Dataset Split
Train Set 88%
723Images
Valid Set 8%
68Images
Test Set 4%
34Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 11% Maximum Zoom
Rotation: Between -14° and +14°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -23% and +23%
Exposure: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels
Cutout: 3 boxes with 10% size each
Mosaic: Applied
Similar Projects
See More0.97403526
0.9626397
0.96242696
2.5k images 3 models
0.95861757
0.95435464