Dataset Versions

v7

HardwareTeam2024

Generated on Feb 25, 2024

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 77%
2458Images
Valid Set 15%
476Images
Test Set 8%
238Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 224x224
Modify Classes: 5 remapped, 7 dropped

Augmentations

Outputs per training example: 2
Flip: Horizontal