苺検出

Object Detection

苺検出 Image Dataset

v1

2023-05-24 12:22pm

Generated on May 24, 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 87%
240Images
Valid Set 8%
23Images
Test Set 4%
12Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Bounding Box: Flip: Horizontal
Bounding Box: Exposure: Between -25% and +25%
dcu
Strawberry
468 images
dcu
test
92 images
UIT
Strawberry-Fresh
262 images
strawberry
207 images