divine_model Dataset

v3

Divine_Vision

Generated on Oct 10, 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%
240Images
Valid Set 8%
21Images
Test Set 4%
12Images

Preprocessing

Resize: Fit (black edges) in 640x640

Augmentations

Outputs per training example: 3
Grayscale: Apply to 25% of images
Exposure: Between -25% and +25%
Bounding Box: Noise: Up to 5% of pixels

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