Dataset Versions

v3

Glue_v3

Generated on Mar 23, 2022

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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
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Dataset Split

Train Set 82%
4694Images
Valid Set 12%
671Images
Test Set 6%
335Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 2 remapped, 0 dropped

Augmentations

Outputs per training example: 2
Brightness: Between -40% and +40%
Blur: Up to 2.25px
Bounding Box: Brightness: Between -5% and +5%

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