Dataset Versions

v7

2023-03-14 12:59am

Generated on Mar 14, 2023

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 70%
5250Images
Valid Set 20%
1500Images
Test Set 10%
775Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Tile: 5 rows x 5 columns

Augmentations

Outputs per training example: 1
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%