Phone-keypoint Dataset

v4

2024-08-23 6:56am

Generated on Aug 23, 2024

Dataset Split

Train Set 89%
141Images
Valid Set 8%
13Images
Test Set 3%
5Images

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