yoooo

Object Detection

yoooo Image Dataset

v2

2022-11-16 7:55pm

Generated on Nov 16, 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 93%
1014Images
Valid Set 5%
54Images
Test Set 2%
26Images

Preprocessing

Modify Classes: 2 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels
55
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1808 images
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1808 images