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Teknofest 2024 UYZ

Object Detection

Teknofest 2024 UYZ Image Dataset

v2

2024-02-08 9:36pm

Generated on Feb 8, 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 90%
2103Images
Valid Set 7%
171Images
Test Set 2%
52Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x640

Augmentations

Outputs per training example: 3
Hue: Between -25° and +25°
Exposure: Between -10% and +10%
Noise: Up to 1.64% of pixels