gabriel

416

Object Detection

416 Image Dataset

v1

2021-08-20 12:13am

Generated on Aug 20, 2021

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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
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Dataset Split

Train Set 87%
87Images
Valid Set 9%
9Images
Test Set 4%
4Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 15% Maximum Zoom
Brightness: Between -12% and +12%
Bounding Box: Blur: Up to 2.25px

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