Sign Language Recognition (ASL alphabet)
A small CNN that recognizes hand signs for 24 letters of the American Sign Language alphabet (A-Y, excluding J and Z — those require motion).
The model was trained on Sign Language MNIST — 28×28 grayscale crops with uniform background and hand centered. To keep predictions honest to that domain, this demo runs classification on per-letter samples from the test set rather than arbitrary photos. Pick one below.
Click a letter sample (one per letter, from the test set)
Pages:
Pick a sample below to classify it.
(J and Z aren't supported — they require movement.)