Last project Dataset

v11

last_data

Generated on Jun 20, 2024

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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 91%
2520Images
Valid Set %
0Images
Test Set 9%
252Images

Preprocessing

Isolate Objects: Applied
Resize: Stretch to 400x250
Grayscale: Applied

Augmentations

Outputs per training example: 3
Blur: Up to 0.9px
Noise: Up to 0.63% of pixels

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