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new-experiment

Object Detection

new-experiment Image Dataset

v2

2024-05-01 9:05pm

Generated on May 2, 2024

Popular Download Formats

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 92%
4692Images
Valid Set 8%
391Images
Test Set 0%
15Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (white edges) in 1280x1280

Augmentations

Outputs per training example: 3
Saturation: Between -30% and +30%
Exposure: Between -15% and +15%