Dataset Versions

v5

2021-10-30 2:16pm

Generated on Oct 30, 2021

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 56%
464Images
Valid Set 25%
204Images
Test Set 20%
162Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Tile: 2 rows x 1 columns

Augmentations

Outputs per training example: 2
90° Rotate: Clockwise, Counter-Clockwise
Noise: Up to 7% of pixels

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