Dataset Versions

v2

Pallets with Intentional Null Images

Generated on Sep 26, 2022

Popular Download Formats

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 87%
1552Images
Valid Set 7%
130Images
Test Set 6%
100Images

Preprocessing

Auto-Orient: Applied
Modify Classes: 0 remapped, 4 dropped
Filter Null: Require at least 97% of images to contain annotations.

Augmentations

Outputs per training example: 2
Rotation: Between -8° and +8°

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