Blackcreed

Climbing Holds and Volumes

Object Detection

Climbing Holds and Volumes Image Dataset

v5

2023-07-11 9:48am

Generated on Jul 11, 2023

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 98%
2490Images
Valid Set 1%
31Images
Test Set 1%
13Images

Preprocessing

Auto-Orient: Applied
Filter Null: Require at least 90% of images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -10° and +10°
Saturation: Between -50% and +50%
Exposure: Between -20% and +20%