Kirianu TEAVAI

lizard

Object Detection

lizard Image Dataset

v18

added augmentation steps

Generated on Mar 13, 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 97%
1014Images
Valid Set 0%
4Images
Test Set 3%
30Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 46% Maximum Zoom
Rotation: Between -45° and +45°
Hue: Between -30° and +30°
Noise: Up to 12% of pixels
Cutout: 4 boxes with 12% size each
Bounding Box: Rotation: Between -10° and +10°