Robocon Dataset

v3

2024-07-02 3:58am

Generated on Jul 2, 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 89%
2890Images
Valid Set 7%
239Images
Test Set 3%
113Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 320x320

Augmentations

Outputs per training example: 3
Blur: Up to 0.3px
Balls-959J
776 images
silo-blue-purple-red
9671 images
red_ball
3195 images
red_ball-YXKe
3196 images
l
b
3819 images