Dataset Versions

v6

ver 5

Generated on Aug 25, 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%
1529Images
Valid Set 8%
140Images
Test Set 4%
73Images

Preprocessing

Isolate Objects: Applied
Resize: Stretch to 224x224
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Bounding Box: Exposure: Between -25% and +25%

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1.3k images