Phone-keypoint Dataset

v5

2024-08-23 7:15am

Generated on Aug 23, 2024

Dataset Split

Train Set 88%
186Images
Valid Set 9%
18Images
Test Set 3%
7Images

Preprocessing

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

Augmentations

Outputs per training example: 3
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

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219 images 1 model