Tag Localizer Computer Vision Model

byRobotX DroneTask:
Object Detection
License:CC BY 4.0
Versions
Dataset Version
v1

2024-10-26 8:25pm

Generated on Oct 26, 2024

Dataset Split

Train Set 88%
210Images
Valid Set 8%
20Images
Test Set 4%
10Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 416x416
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -25% and +25%
Exposure: Between -10% and +10%
Blur: Up to 1.6px
Noise: Up to 0.73% of pixels

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