Patrick Grech

Grape Vine Disease Detection with Real healthy and one type of disease

Object Detection

Grape Vine Disease Detection with Real healthy and one type of disease Image Dataset

v3

powdery_mildew_detecting real_with_generated_dataset

Generated on Feb 25, 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.
Other Formats
Choose another format.

Dataset Split

Train Set 91%
1608Images
Valid Set 6%
97Images
Test Set 3%
54Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (reflect edges) in 416x416
Auto-Adjust Contrast: Using Adaptive Equalization
Modify Classes: 1 remapped, 0 dropped

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down