Kiruski instumenti Dataset

v1

2021-09-14 9:00am

Generated on Sep 14, 2021

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 88%
1176Images
Valid Set 8%
112Images
Test Set 4%
56Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 10 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Brightness: Between -23% and +23%
Exposure: Between -27% and +27%
Noise: Up to 8% of pixels