MoschA

print_fail_ spagheddi

Object Detection

print_fail_ spagheddi Image Dataset

v3

2023-12-20 6:23pm

Generated on Dec 20, 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 81%
690Images
Valid Set 12%
99Images
Test Set 7%
58Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Noise: Up to 3% of pixels
Cutout: 3 boxes with 27% size each
Bounding Box: Exposure: Between -25% and +25%
Bounding Box: Blur: Up to 1.5px
Bounding Box: Noise: Up to 5% of pixels