Nur Hanis Amira

Sign Language

Object Detection

Sign Language Image Dataset

v1

2024-03-28 3:46pm

Generated on Mar 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 87%
258Images
Valid Set 8%
25Images
Test Set 4%
12Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Hue: Between -15° and +15°
Noise: Up to 0.1% of pixels
ASL
Alphabet
1800 images
a
words
86 images
ANN
Alphabet-in-sign-language
176 images
ASL
ASL
A-B-C-D-E-F-G-H-I-K-L-M-N-O-P-Q-R-S-T-U-V-W-X-Y-Z
31 images