Dataset Versions

v3

Aimbot Version 3

Generated on Mar 9, 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.
Other Formats
Choose another format.

Dataset Split

Train Set 88%
363Images
Valid Set 8%
34Images
Test Set 3%
14Images

Preprocessing

Resize: Stretch to 640x360

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Grayscale: Apply to 5% of images
Saturation: Between -30% and +30%
Brightness: Between -25% and +25%
Noise: Up to 2% of pixels

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