Kyle Ting

poke001

Object Detection

poke001 Image Dataset

v6

2023-07-18 9:18am

Generated on Jul 18, 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 87%
2169Images
Valid Set 8%
207Images
Test Set 4%
103Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 100% of images
Hue: Between -180° and +180°
Saturation: Between -49% and +49%
Brightness: Between -50% and +50%
Exposure: Between -50% and +50%
Noise: Up to 3% of pixels
Bounding Box: Crop: 0% Minimum Zoom, 70% Maximum Zoom