dang pham

lb5

Object Detection

lb5 Image Dataset

v3

2024-06-09 3:40pm

Generated on Jun 9, 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 87%
279Images
Valid Set 8%
27Images
Test Set 4%
13Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 800x800
Grayscale: Applied

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Blur: Up to 1px