Dataset Versions

v6

Aimbot 2 Ultra Fast 3

Generated on May 17, 2022

Popular Download Formats

Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 88%
1929Images
Valid Set 12%
259Images
Test Set %
0Images

Preprocessing

Resize: Stretch to 288x288

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 5% Maximum Zoom
Shear: ±5° Horizontal, ±5° Vertical
Hue: Between -180° and +180°
Saturation: Between -35% and +35%
Brightness: Between -25% and +25%
Exposure: Between -10% and +10%
Noise: Up to 3% of pixels
Cutout: 25 boxes with 1% size each

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