aien

aien_class

Object Detection

aien_class Image Dataset

v1

2022-07-14 5:34pm

Generated on Jul 14, 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 86%
99Images
Valid Set 6%
7Images
Test Set 8%
9Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Saturation: Between -25% and +25%
Blur: Up to 0.5px
Noise: Up to 5% of pixels
Bounding Box: Rotation: Between -4° and +4°