KAKERU UKEKAWA

LAST9class

Object Detection

LAST9class Image Dataset

v1

2023-02-01 1:44pm

Generated on Feb 1, 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 88%
567Images
Valid Set 13%
81Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -5° and +5°
Brightness: Between -50% and +50%
cutting-sonditiion
270 images
1230cutting-cutting-sonditiion
270 images
cutting-condition
270 images