zwdyolov5

seg

Object Detection

seg Image Dataset

v1

2023-06-13 5:47pm

Generated on Jun 13, 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 92%
131Images
Valid Set 4%
6Images
Test Set 4%
6Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Blur: Up to 1px
person-bicycle-motorcycle
67 images
person-bicycle-motorcycle
38 images
-person
1321 images
car-iWgp
218 images