hyt

leaf

Object Detection

leaf Image Dataset

v8

2024-01-22 8:01pm

Generated on Jan 22, 2024

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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 95%
759Images
Valid Set %
0Images
Test Set 5%
38Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Rotation: Between -10° and +10°
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels
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