data Computer Vision Dataset

bytrailTask:
Object Detection
License:CC BY 4.0
Dataset Version
v19

2025-07-10 5:38pm

Generated on Jul 10, 2025

Dataset Split

Train Set 97%
2556Images
Valid Set 3%
82Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 10% of images
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%

Similar Projects

See More