16 kelas

full

Object Detection

full Image Dataset

v1

2022-10-20 2:46pm

Generated on Oct 20, 2022

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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 87%
187Images
Valid Set 9%
19Images
Test Set 4%
9Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Blur: Up to 1px
kalium-nitrogen-mg-boron
85 images
kalium
1120 images
kalium-nitrogen-mg-boron
1120 images
kalium-nitrogen-mg-boron
1449 images
kalium-kalium-mg-boron-nitrogen-kalium-nitrogen-mg
338 images