YL1101 Dataset

v2

2023-10-31 6:05pm

Generated on Oct 31, 2023

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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 86%
921Images
Valid Set 14%
152Images
Test Set %
0Images

Preprocessing

Resize: Stretch to 960x540

Augmentations

Outputs per training example: 3
Brightness: Between -30% and +30%
Exposure: Between -25% and +25%
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 5% of pixels