project helm

ngindentimur

Object Detection

ngindentimur Image Dataset

v16

2024-05-06 11:08am

Generated on May 6, 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%
1341Images
Valid Set 4%
63Images
Test Set 8%
130Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 960x540

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Brightness: Between -15% and +15%
Blur: Up to 2px