Roseguard

Roses

Object Detection

Roses Image Dataset

v3

2024-05-07 10:15am

Generated on May 7, 2024

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%
381Images
Valid Set 6%
23Images
Test Set 2%
10Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Grayscale: Apply to 10% of images
Hue: Between -25° and +25°
Saturation: Between -30% and +30%
Blur: Up to 1.1px