Dataset Versions

v22

dataset v4

Generated on May 10, 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 68%
1254Images
Valid Set 22%
397Images
Test Set 11%
195Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1280x720
Modify Classes: 6 remapped, 4 dropped

Augmentations

No augmentations were applied.

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