Serge Masyn

Mark

Object Detection

Mark Image Dataset

v2

2023-07-29 9:10am

Generated on Jul 29, 2023

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%
1053Images
Valid Set 8%
100Images
Test Set 4%
50Images

Preprocessing

Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Blur: Up to 5px
Noise: Up to 5% of pixels