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kunci

Object Detection

kunci Image Dataset

v2

2022-06-08 8:47am

Generated on Jun 8, 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 87%
222Images
Valid Set 8%
20Images
Test Set 5%
13Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -28° and +28°
Brightness: Between -25% and +25%
Exposure: Between -28% and +28%
Noise: Up to 3% of pixels
Cutout: 8 boxes with 10% size each