yudongwei

xiaohuadao3.0

Object Detection

xiaohuadao3.0 Image Dataset

v3

2024-04-15 3:12pm

Generated on Apr 15, 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 92%
4998Images
Valid Set 5%
294Images
Test Set 3%
147Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
cells-r6FR
2140 images
hi
usa
cancer-DAYe
400 images
EC
Cancer
3312 images
y
cancer-cWqz
389 images
artefacts
40 images