USAFA

Bounding Box

Object Detection

Bounding Box Image Dataset

v13

2022-12-10 5:43pm

Generated on Dec 11, 2022

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 78%
21Images
Valid Set 11%
3Images
Test Set 11%
3Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Noise: Up to 20% of pixels
Bounding Box: Noise: Up to 25% of pixels