Dataset Versions

v2

2023-01-23 3:46pm

Generated on Jan 23, 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.
Other Formats
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Dataset Split

Train Set 68%
1220Images
Valid Set 21%
376Images
Test Set 11%
190Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x480
Modify Classes: 1 remapped, 0 dropped

Augmentations

Outputs per training example: 1
Noise: Up to 2% of pixels

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