Kw4L0r

r6

Object Detection

r6 Image Dataset

v8

2024-04-14 2:29pm

Generated on Apr 14, 2024

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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%
21732Images
Valid Set 8%
1878Images
Test Set 4%
1017Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1080x1080

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Brightness: Between -25% and +25%
Noise: Up to 1.92% of pixels
enemy-friendly
4565 images
person
2529 images
r6
r6
Character
4704 images