Neo Stellar

TEKNOFEST-2024

Object Detection

TEKNOFEST-2024 Image Dataset

v4

GrayScale-2024-02-24 1-11pm

Generated on Feb 24, 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%
1344Images
Valid Set 8%
126Images
Test Set 4%
67Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
Noise: Up to 0.1% of pixels