projects

bud

Object Detection

bud Image Dataset

v3

2024-04-13 12:15am

Generated on Apr 12, 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.
Other Formats
Choose another format.

Dataset Split

Train Set 92%
199Images
Valid Set 8%
17Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Exposure: Between -10% and +10%
Blur: Up to 0.5px
pink-red-yellow-white
202 images
rose
8282 images
species-colour-bud-infct
8282 images
bud-infected
202 images
pink-red-yellow-white-inf-bud-pink-red-yellow-white-French-Multiflora-Rosa-Damask
907 images