Offline and Everywhere: Scaling Sign Language Translation to Production

Deploying sign language translation systems to production requires solving real-world challenges like offline operation, privacy constraints, and language diversity. This article explores how to build fully offline systems using lightweight Seq2Seq models, enable custom dataset creation for new sign languages, and optimize performance with ONNX export—empowering deployment in resource-constrained and rural environments.