grapevine_object_detection_detailed_labeling

Object Detection

Dataset Versions

v15

2023-06-12 9:09am

Generated on Jun 12, 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 87%
975Images
Valid Set 9%
98Images
Test Set 4%
44Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 820x820

Augmentations

Outputs per training example: 3
Rotation: Between -25° and +25°
Blur: Up to 2.5px
Noise: Up to 10% of pixels