ELX

ELX

Object Detection

ELX Image Dataset

v1

2024-03-07 10:47am

Generated on Mar 7, 2024

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.
Other Formats
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Dataset Split

Train Set 95%
735Images
Valid Set 4%
28Images
Test Set 2%
13Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 800x520

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Noise: Up to 0.1% of pixels