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asvd_adapt

Object Detection

asvd_adapt Image Dataset

v3

2024-05-14 12:15am

Generated on May 13, 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.
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Dataset Split

Train Set 91%
60Images
Valid Set 3%
2Images
Test Set 6%
4Images

Preprocessing

Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -2° and +2°
Shear: ±2° Horizontal, ±2° Vertical
Noise: Up to 0.1% of pixels