Spiro

SignLanguage

Object Detection

SignLanguage Image Dataset

v1

2023-02-01 9:50pm

Generated on Feb 2, 2023

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%
168Images
Valid Set 8%
16Images
Test Set 5%
9Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -2° and +2°
Blur: Up to 0.75px
Bounding Box: Flip: Vertical
hands
44 images
hands-fingers-fists-index-peace
382 images
KILLME
37 images
lastone
37 images