Dataset Versions

v2

2024-03-04 6:48pm

Generated on Mar 4, 2024

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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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Preprocessing

Auto-Orient: Applied
Dynamic Crop: Class: boat-detection-data-from-user-college-4ns0u - v1 2023-12-11 10:11am
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Grayscale: Apply to 15% of images
Hue: Between -18° and +18°
Saturation: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 2% of pixels