The browser is no longer just for rendering HTML. It's now a powerful environment for running high-performance Machine Learning models.
1Why Browser ML?
Running ML locally removes the round-trip to the server. For applications like facial recognition, gesture control, or real-time audio processing, every millisecond counts. Additionally, keeping data on the user's device is the ultimate solution for applications handling sensitive personal information.
2Hardware Acceleration
Modern JavaScript libraries don't just run on the CPU. They leverage WebGL and the newer WebGPU standard to perform massive parallel computations on the user's graphics card. This allows browsers to run complex neural networks that were previously only possible on specialized hardware.
