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Type

Object Detection

Type Image Dataset

v3

2022-07-19 3:13am

Generated on Jul 19, 2022

Popular Download Formats

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.
Other Formats
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Dataset Split

Train Set 87%
2820Images
Valid Set 8%
262Images
Test Set 5%
154Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Blur: Up to 5px
asd
test
231 images
arrows-and-numbers
1848 images
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mahjong-tiles-without-bg
2469 images