FOD-Dataset-Revised Dataset

v1

2022-07-19 9:38pm

Generated on Jul 19, 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 90%
5715Images
Valid Set 5%
315Images
Test Set 5%
317Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 12 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical