nganle

bien3

Object Detection

bien3 Image Dataset

v15

2022-05-16 6:18pm

Generated on May 16, 2022

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%
711Images
Valid Set 11%
88Images
Test Set 2%
13Images

Preprocessing

Grayscale: Applied

Augmentations

Outputs per training example: 3
Brightness: Between -10% and +10%
Blur: Up to 2.75px
Noise: Up to 5% of pixels