object detect sign language

Sign Language model

Object Detection

Sign Language model Image Dataset

v1

2022-06-15 2:12pm

Generated on Jun 15, 2022

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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
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Dataset Split

Train Set 95%
4424Images
Valid Set 3%
144Images
Test Set 2%
72Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Rotation: Between -19° and +19°