Dataset Versions

v4

v8 n augmentasi data 500

Generated on Jun 5, 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%
2069Images
Valid Set 8%
200Images
Test Set 4%
100Images

Preprocessing

Resize: Fit within 1280x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
Exposure: Between -10% and +10%

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