Dataset Versions

v8

2024-06-29 7:33am

Generated on Jun 29, 2024

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 88%
915Images
Valid Set 9%
89Images
Test Set 4%
40Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Exposure: Between -15% and +15%
Blur: Up to 1px
Bounding Box: Brightness: Between -15% and +15%

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