Dataset Versions

v3

2024-10-30 12:24am

Generated on Oct 30, 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 100%
1896Images
Valid Set %
0Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 256x256

Augmentations

Outputs per training example: 2
Crop: 8% Minimum Zoom, 23% Maximum Zoom
Grayscale: Apply to 11% of images
Hue: Between -25° and +25°
Exposure: Between -15% and +15%
Blur: Up to 1px
Noise: Up to 1.49% of pixels

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