characterdetection

char-det-v2

Object Detection

char-det-v2 Image Dataset

v2

2024-05-29 12:52am

Generated on May 28, 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 94%
6687Images
Valid Set 4%
274Images
Test Set 3%
182Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Brightness: Between -4% and +4%
Exposure: Between -5% and +5%
Blur: Up to 0.6px
Noise: Up to 0.18% of pixels