gabriel

94 img

Object Detection

94 img Image Dataset

v3

2021-08-22 12:30am

Generated on Aug 22, 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.
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Dataset Split

Train Set 87%
423Images
Valid Set 8%
41Images
Test Set 4%
20Images

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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