Dataset Versions

v5

2022-12-27 2:59pm

Generated on Dec 27, 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 77%
3864Images
Valid Set 22%
1093Images
Test Set 1%
54Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 360x480

Augmentations

Outputs per training example: 3
Saturation: Between -25% and +25%

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