Vito Völker

Rico Dataset

Object Detection

Rico Dataset Image Dataset

v13

2022-08-07 10:52pm

Generated on Aug 7, 2022

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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 87%
10644Images
Valid Set 8%
1016Images
Test Set 4%
536Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 18 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Brightness: Between -35% and +35%
Blur: Up to 1.75px
Noise: Up to 5% of pixels