Project

FULL_TYRE_IMAGES_MERGED

Object Detection

FULL_TYRE_IMAGES_MERGED Image Dataset

v3

2022-11-23 3:53pm

Generated on Nov 23, 2022

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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 87%
1573Images
Valid Set 8%
149Images
Test Set 4%
76Images

Preprocessing

Modify Classes: 28 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -5° and +5°
Brightness: Between -5% and +5%
Blur: Up to 0.5px