school

S1

Object Detection

S1 Image Dataset

v1

2022-11-30 5:36pm

Generated on Nov 30, 2022

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%
297Images
Valid Set 8%
28Images
Test Set 4%
15Images

Preprocessing

Auto-Orient: Applied
Grayscale: Applied

Augmentations

Outputs per training example: 3
Grayscale: Apply to 20% of images
Brightness: Between -6% and +6%
Blur: Up to 0.25px
Noise: Up to 1% of pixels
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S7
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S4
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