Jungwoong

bp

Object Detection

bp Image Dataset

v2

2024-01-18 11:20am

Generated on Jan 18, 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 87%
2676Images
Valid Set 6%
192Images
Test Set 6%
192Images

Preprocessing

Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Blur: Up to 4.4px
Bounding Box: Brightness: Between -97% and +97%

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