Dataset Versions

v6

2024-03-23 4:30pm

Generated on Mar 23, 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 70%
2054Images
Valid Set 20%
583Images
Test Set 10%
305Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 320x520
Modify Classes: 8 remapped, 0 dropped
Filter Null: Require at least 60% of images to contain annotations.

Augmentations

No augmentations were applied.