Dataset Versions

v25

a essayer

Generated on Nov 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.
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Dataset Split

Train Set 88%
12525Images
Valid Set 8%
1175Images
Test Set 4%
600Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Tile: 5 rows x 5 columns

Augmentations

Outputs per training example: 3
Grayscale: Apply to 35% of images
Hue: Between -45° and +45°
Blur: Up to 2px
Mosaic: Applied