Dataset Versions

v15

2023-10-16 11:27am

Generated on Oct 16, 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.
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Dataset Split

Train Set 88%
1361Images
Valid Set 11%
168Images
Test Set 1%
20Images

Preprocessing

Resize: Stretch to 608x608
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 25% of images
Bounding Box: Brightness: Between -10% and +10%
Bounding Box: Exposure: Between -15% and +15%

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