version1 merge Dataset

v2

2022-10-01 12:18pm

Generated on Oct 1, 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 93%
771Images
Valid Set 4%
36Images
Test Set 3%
21Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 512x512
Modify Classes: 5 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels