davi

keypoin-field

Object Detection

keypoin-field Image Dataset

v12

2024-06-27 10:52am

Generated on Jun 27, 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 89%
3900Images
Valid Set 11%
476Images
Test Set 0%
20Images

Preprocessing

Resize: Stretch to 640x640
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 28% Maximum Zoom
Hue: Between -24° and +24°
Saturation: Between -45% and +45%