zcat

SWGGNEW

Object Detection

SWGGNEW Image Dataset

v6

2024-03-19 5:23pm

Generated on Mar 19, 2024

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 88%
1518Images
Valid Set 6%
108Images
Test Set 6%
107Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 2
Rotation: Between -15° and +15°
Hue: Between -15° and +15°
Brightness: Between -15% and +15%
Blur: Up to 2px
Noise: Up to 1.8% of pixels

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