workspace

fplant

Object Detection

fplant Image Dataset

v5

2024-03-11 7:45pm

Generated on Mar 11, 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 88%
6182Images
Valid Set 8%
570Images
Test Set 4%
294Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 612x512
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Vertical
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between 0% and +20%