BSCS

Cacao Beans

Object Detection

Cacao Beans Image Dataset

v19

2023-03-31 8:08pm

Generated on Mar 31, 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 92%
595Images
Valid Set 5%
34Images
Test Set 3%
17Images

Preprocessing

Resize: Fit (black edges) in 640x640

Augmentations

Outputs per training example: 5
Shear: ±6° Horizontal, ±6° Vertical
Saturation: Between -20% and +20%
Brightness: Between -20% and +20%