ESLO DATASET

Metabolic Rate Estimation

Object Detection

Metabolic Rate Estimation Image Dataset

v1632

2nd ESLO

Generated on Jan 11, 2024

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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 82%
13522Images
Valid Set 12%
2021Images
Test Set 6%
981Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 2
Exposure: Between -5% and +5%