Joao Angelo

Albion Resources

Object Detection

Albion Resources Image Dataset

v2

2023-05-14 10:45pm

Generated on May 15, 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 87%
2025Images
Valid Set 8%
190Images
Test Set 4%
100Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Saturation: Between -50% and +50%
Brightness: Between -25% and +25%
Exposure: Between -20% and +20%
Noise: Up to 5% of pixels