Yining Pan

RiceBlast

Object Detection

RiceBlast Image Dataset

v3

RiceBlast-midres-tile

Generated on Oct 20, 2021

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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 70%
3450Images
Valid Set 20%
1000Images
Test Set 10%
500Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 2048x2048
Tile: 5 rows x 5 columns

Augmentations

No augmentations were applied.