Dataset Versions

v7

Augmented1_Coccinellidae

Generated on Mar 2, 2023

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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%
2040Images
Valid Set 8%
195Images
Test Set 4%
97Images

Preprocessing

Modify Classes: 5 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Blur: Up to 0.75px
Noise: Up to 1% of pixels