Dataset Versions

v6

2023-12-27 3:36pm

Generated on Dec 27, 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 93%
8880Images
Valid Set 5%
440Images
Test Set 3%
249Images

Preprocessing

Isolate Objects: Applied
Resize: Stretch to 256x256
Grayscale: Applied

Augmentations

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

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