YangBot

YangLabel5class-V1

Object Detection

YangLabel5class-V1 Image Dataset

v4

Label5Class

Generated on Aug 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 92%
4779Images
Valid Set 4%
234Images
Test Set 4%
202Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 50% Maximum Zoom
Rotation: Between -40° and +40°
Brightness: Between -25% and +25%
DiseaseRubble-Disease
1994 images
Healthy-DiseaseRubble-DiseaseRubble-Disease
2766 images
Healthy-DiseaseRubble-DiseaseRubble-Disease
1494 images