yang

daixaio

Object Detection

daixaio Image Dataset

v11

2023-08-24 5:21pm

Generated on Aug 24, 2023

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%
300Images
Valid Set 12%
43Images
Test Set 6%
20Images

Preprocessing

Resize: Fit (black edges) in 640x640

Augmentations

Outputs per training example: 2
Bounding Box: Noise: Up to 25% of pixels