Nam Jea Hyun Kei

appleleaf1_1

Object Detection

appleleaf1_1 Image Dataset

v1

2023-12-10 1:29am

Generated on Dec 9, 2023

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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 90%
10861Images
Valid Set 7%
804Images
Test Set 4%
470Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Blur: Up to 2.5px
appleleaf-leaf-applelefe-leaf-rustappleleaf-7Hbi
5017 images
leaf-8Q8J-leaf-appleleaf-leaf-applelefe-leaf-rustappleleaf-7Hbi
6946 images
leaf-appleleaf-appleleaf-leaf-applelefe-leaf-rustappleleaf
8177 images