Leaf Deficiencies

Leaf

Object Detection

Leaf Image Dataset

v2

2023-05-21 6:31am

Generated on May 20, 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.
Other Formats
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Dataset Split

Train Set 92%
1128Images
Valid Set 4%
47Images
Test Set 4%
45Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 37% Maximum Zoom
Rotation: Between -14° and +14°
Saturation: Between -43% and +43%
Brightness: Between -22% and +22%
Exposure: Between -16% and +16%
Blur: Up to 1.5px
Noise: Up to 1% of pixels