Dataset Versions

v7

2024-10-22 4:50pm

Generated on Oct 22, 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.
Other Formats
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Dataset Split

Train Set 76%
2384Images
Valid Set 19%
600Images
Test Set 5%
160Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Tile: 2 rows x 2 columns
Modify Classes: 10 remapped, 3 dropped

Augmentations

Outputs per training example: 2
Grayscale: Apply to 15% of images

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