Dataset Versions

v1

Himas

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 92%
12Images
Valid Set %
0Images
Test Set 8%
1Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Hue: Between -15° and +15°
Brightness: Between -17% and +17%
Blur: Up to 3px
Bounding Box: Exposure: Between -12% and +12%

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