Blackcreed

Climbing Holds and Volumes

Object Detection

Climbing Holds and Volumes Image Dataset

v2

2023-07-04 3:40pm

Generated on Jul 4, 2023

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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 99%
1566Images
Valid Set 1%
14Images
Test Set 0%
5Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 2
Flip: Horizontal
Rotation: Between -45° and +45°
Saturation: Between -37% and +37%