Vito Völker

Anki Vector Customobjectcodes

Object Detection

Anki Vector Customobjectcodes Image Dataset

v3

2021-12-08 4:25pm

Generated on Dec 8, 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 87%
1329Images
Valid Set 8%
127Images
Test Set 4%
65Images

Preprocessing

Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Brightness: Between -50% and +50%
Blur: Up to 1.75px