ddk

plqv3

Object Detection

plqv3 Image Dataset

v2

2024-03-12 8:07pm

Generated on Mar 12, 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
Choose another format.

Dataset Split

Train Set 81%
1440Images
Valid Set 9%
166Images
Test Set 9%
167Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Saturation: Between -73% and +73%
Exposure: Between -32% and +32%
Blur: Up to 4.4px
Noise: Up to 2.28% of pixels
Cutout: 3 boxes with 12% size each

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