Projek Bayu

Bismillah Skripsi

Object Detection

Bismillah Skripsi Image Dataset

v1

2024-06-04 12:22pm

Generated on Jun 4, 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 82%
2474Images
Valid Set 9%
265Images
Test Set 9%
265Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Flip: Horizontal, Vertical
Saturation: Between -25% and +25%
Noise: Up to 0.1% of pixels