cpk wow

11

Object Detection

11 Image Dataset

v3

2023-08-13 1:19pm

Generated on Aug 13, 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 87%
96Images
Valid Set 8%
9Images
Test Set 5%
5Images

Preprocessing

Auto-Orient: Applied
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -21° and +21°
Shear: ±12° Horizontal, ±18° Vertical
Blur: Up to 2.5px