PD Particle Detection

PD Experimental Augmentation

Object Detection

PD Experimental Augmentation Image Dataset

v22

Augmented combined experimental

Generated on Sep 27, 2023

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 98%
6303Images
Valid Set 1%
44Images
Test Set 2%
105Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 768x576

Augmentations

Outputs per training example: 3
Blur: Up to 1.5px
Noise: Up to 1% of pixels