Chad Worskspace

Solar

Object Detection

Solar Image Dataset

v1

2024-02-20 9:59am

Generated on Feb 20, 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.
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Dataset Split

Train Set 92%
6342Images
Valid Set 4%
266Images
Test Set 4%
265Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 540x540

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Brightness: Between -15% and +15%
Bounding Box: Blur: Up to 2.5px