Accessibility · Orange Corners

Sin(sign): Real-Time Sign Language Recognition

A computer vision engine that recognizes sign language on low-power kiosk hardware.

<25msRecognition latency on device
8-bitQuantized model
0Cloud calls needed
6moOrange Corners incubation
What we built

The system, piece by piece.

  1. 01

    Synthetic data

    A GAN pipeline generating varied hand orientations.

  2. 02

    Custom models

    CNNs trained in TensorFlow and Keras.

  3. 03

    Edge deployment

    Distillation and INT8 quantization for microcontrollers.

Let’s work together

Let’s build your next AI project.

We change the scope, not the budget. Book a 30-minute call and we’ll tell you what’s worth building first.