Inessa Fedorova

documents

Object Detection

documents Image Dataset

v12

2021-11-10 3:09pm

Generated on Nov 10, 2021

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 83%
155Images
Valid Set 11%
20Images
Test Set 6%
11Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1280x1280

Augmentations

Outputs per training example: 3
90° Rotate: Upside Down
Grayscale: Apply to 100% of images