grape-vine-disease-detection-training-mix-of-augmented-and-real-photos-and-testing-same-as-dataset-one-v1

Object Detection

Dataset Versions

v2

2021-10-23_all_powdery_5:53pm

Generated on Oct 23, 2021

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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.
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Dataset Split

Train Set 99%
1263Images
Valid Set 1%
9Images
Test Set 1%
9Images

Preprocessing

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

Augmentations

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