Ayato Ooi

bike

Object Detection

bike Image Dataset

v1

2024-06-26 8:03am

Generated on Jun 26, 2024

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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%
474Images
Valid Set 8%
45Images
Test Set 4%
23Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1920x1080

Augmentations

Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 15% of images
Blur: Up to 2.5px
bike-7eQ5
317 images
bike-WE7Y
303 images
bike
273 images
bike-A8q5
206 images
bike-uAws
190 images