Dataset Versions

v26

2024-03-19 1:02pm

Generated on Mar 19, 2024

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.
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Dataset Split

Train Set 93%
25710Images
Valid Set 6%
1715Images
Test Set 1%
251Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x480
Modify Classes: 0 remapped, 1 dropped
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal
Exposure: Between -14% and +14%

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