Dataset Versions

v6

2022-08-11 3:16pm

Generated on Aug 11, 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 87%
972Images
Valid Set 13%
140Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Tile: 1 rows x 2 columns
Modify Classes: 0 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Brightness: Between -25% and +25%
Blur: Up to 10px
Noise: Up to 1% of pixels