Chiu

meixi1

Object Detection

meixi1 Image Dataset

v1

2021-12-29 4:25pm

Generated on Dec 29, 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 88%
891Images
Valid Set 8%
85Images
Test Set 4%
42Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Rotation: Between -22° and +22°
Noise: Up to 11% of pixels