plant

j

Object Detection

j Image Dataset

v2

2022-07-19 4:52pm

Generated on Jul 19, 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 79%
1085Images
Valid Set 13%
174Images
Test Set 9%
120Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied

Augmentations

Outputs per training example: 2
Saturation: Between -50% and +50%
defective-not-defective
1237 images
AHA
NLsuffiiciency
600 images
Salad
1165 images