Neo Stellar

TEKNOFEST-2024

Object Detection

TEKNOFEST-2024 Image Dataset

v10

2024-05-03 7:24pm

Generated on May 3, 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 87%
6327Images
Valid Set 8%
602Images
Test Set 4%
304Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Grayscale: Apply to 15% of images
Noise: Up to 0.5% of pixels