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john-live

Object Detection

john-live Image Dataset

v2

2023-05-19 2:16pm

Generated on May 19, 2023

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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 100%
224Images
Valid Set %
0Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Modify Classes: 1 remapped, 0 dropped

Augmentations

Outputs per training example: 2
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -5° and +5°
Hue: Between -5° and +5°
Saturation: Between -10% and +10%
Brightness: Between -6% and +6%
Exposure: Between -6% and +6%

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