Elwood Blues

SPSS

Object Detection

SPSS Image Dataset

v9

2023-11-20 12:14pm

Generated on Nov 20, 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 84%
75Images
Valid Set 9%
8Images
Test Set 7%
6Images

Preprocessing

Resize: Fit (black edges) in 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
Grayscale: Apply to 100% of images
Noise: Up to 5% of pixels
Mosaic: Applied
Bounding Box: Noise: Up to 5% of pixels