Dataset Versions

v15

2021-10-17 1:13am

Generated on Oct 17, 2021

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 88%
2028Images
Valid Set 7%
168Images
Test Set 4%
100Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 416x416
Grayscale: Applied
Tile: 2 rows x 2 columns
Modify Classes: 0 remapped, 10 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Grayscale: Apply to 27% of images
Bounding Box: Flip: Horizontal
Bounding Box: Noise: Up to 5% of pixels

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