Dataset Versions

v24

2022-09-24 7:41pm

Generated on Sep 24, 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.
Other Formats
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Dataset Split

Train Set 88%
909Images
Valid Set 6%
63Images
Test Set 6%
63Images

Preprocessing

Resize: Stretch to 1000x750
Auto-Adjust Contrast: Using Adaptive Equalization
Tile: 3 rows x 3 columns

Augmentations

Outputs per training example: 2
Rotation: Between -5° and +5°