Dataset Versions

v40

2023-10-29 11:16pm

Generated on Oct 29, 2023

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 92%
10977Images
Valid Set 8%
1000Images
Test Set 0%
15Images

Preprocessing

Resize: Fit (black edges) in 320x320
Modify Classes: 1000 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Hue: Between -88° and +88°
Brightness: Between -20% and +20%
Exposure: Between -20% and +20%

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