Dataset Versions

v4

2021-10-17 2:59pm

Generated on Oct 17, 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 72%
975Images
Valid Set 22%
300Images
Test Set 6%
75Images

Preprocessing

Resize: Stretch to 416x416
Tile: 5 rows x 5 columns

Augmentations

Outputs per training example: 1
90° Rotate: Clockwise, Counter-Clockwise