Dataset Versions

v16

2023-04-13 3:19pm

Generated on Apr 13, 2023

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 99%
25548Images
Valid Set 0%
7Images
Test Set 0%
127Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 1 remapped, 1 dropped
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Exposure: Between -33% and +33%
Bounding Box: Blur: Up to 5px
Bounding Box: Noise: Up to 7% of pixels

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