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asl-alphabet-classifier
AmimulBmeIU/asl-alphabet-classifier
asl-alphabet-classifier is a machine learning model from AmimulBmeIU. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for keras. The card lists the license as mit.
Classifies static ASL fingerspelling letters (A-Y, excluding J and Z) from 21 MediaPipe hand landmarks (x, y, z).
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.keras246 KB · 76%
At a glance
- Library
- keras
- License
- mit
- Access
- Public
- Created
- Jul 28, 2026
- Updated
- Jul 28, 2026
- SHA
- 9e5cde38
Model card
From the Hugging Face model README
ASL Alphabet Classifier
Classifies static ASL fingerspelling letters (A-Y, excluding J and Z) from 21 MediaPipe hand landmarks (x, y, z).
Pipeline
Camera -> MediaPipe Hand Landmarker -> 21 landmarks -> this model -> predicted letter -> text -> Web Speech API / gTTS -> voice output.
Files
model.keras: trained Keras modellabels.json: ordered list mapping output index -> lettertfjs/: browser-ready TensorFlow.js version of the same model
Validation accuracy: 0.9415
- Library
- keras
- License
- mit
- Created
- Jul 28, 2026
- Updated
- Jul 28, 2026