Dataset Versions

v3

1

Generated on Oct 3, 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 88%
1069Images
Valid Set 8%
97Images
Test Set 4%
50Images

Preprocessing

Isolate Objects: Applied
Resize: Fit within 320x320

Augmentations

Outputs per training example: 3
Bounding Box: Brightness: Between -25% and +25%

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