QoqonMotosikl

Motosikl

Object Detection

Motosikl Image Dataset

v3

2022-11-25 9:46am

Generated on Nov 25, 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 92%
4443Images
Valid Set 8%
361Images
Test Set %
0Images

Preprocessing

Resize: Stretch to 320x320
Modify Classes: 0 remapped, 2 dropped

Augmentations

Outputs per training example: 3
Hue: Between -10° and +10°
Saturation: Between -10% and +10%
Brightness: Between -12% and +12%
Exposure: Between -3% and +3%