Dataset Versions

v16

2024-11-03 9:05pm

Generated on Nov 3, 2024

Dataset Split

Train Set 88%
900Images
Valid Set 6%
65Images
Test Set 6%
63Images

Preprocessing

Dynamic Crop: Class: map_player
Resize: Stretch to 96x96

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
Bounding Box: Brightness: Between -15% and +15%
Bounding Box: Exposure: Between -10% and +10%
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 0.1% of pixels

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