Eyeware Beam VS Apple Core ML

We created an AI-powered eye tracking (and head tracking) PC software called Eyeware Beam ( https://beam.eyeware.tech/ ) that only requires a standard webcam. We're a deep tech team and developed the technology in-house. As you probably expect, it is less accurate and illumination robust than dedicated infrared trackers (like a Tobii 5), but good enough to enhance many gaming use cases. Most of our users are... Source: 6 months ago

I literally just bought this last night. Works with just a webcam and is shockingly accurate. https://beam.eyeware.tech/. - Source: Hacker News / 9 months ago

Happy to learn from you how we can make it better. Thanks in advance for your feedback! https://beam.eyeware.tech. Source: 9 months ago

We don't have any tear detection built into our Eyeware Beam tracker yet. I've seen youtubers implement solutions linked to tazers: https://www.youtube.com/watch?v=XR11BkzZ8NU. That might help generate the tears.:17737:. Source: about 1 year ago

Check out https://beam.eyeware.tech Now. The truth of this is you just cannot get the resolution for accurate eye tracking. But it’s enough for calculating gross position. Source: about 1 year ago

On the machine learning side of AI, they have CoreML. You can drag-and-drop images into Xcode to train an image classifier. And run the models on device, so if solar flares destroy the cell phone network and terrorists bomb all the data centers, your phone could still tell you if it's a hot dog or not. https://developer.apple.com/machine-learning/ https://developer.apple.com/machine-learning/core-ml/... - Source: Hacker News / 3 months ago

Apple has actually created ML chipsets, so AI can be executed natively, on-device. https://developer.apple.com/machine-learning/. - Source: Hacker News / 4 months ago

For your reference, Apple's pages for Machine Learning for Developers and for their research. The Apple Neural Engine was custom designed to work better with their proprietary machine learning programs -- and they've been opening up access to developers by extending support / compatibility for TensorFlow and PyTorch. They've also got CoreML, CreateML, and various APIs they are making to allow more use of their... Source: about 1 year ago

> It’d be one thing if Apple actually worked on AI softwares a bit and made it readily available to developers. * Apple Silicon CPUs have a Neural Engine specifically made for fast ML-inference * Apple supports PyTorch (https://developer.apple.com/metal/pytorch/) * Apple has its own easily accessible machine-learning framework called Core-ML (https://developer.apple.com/machine-learning/) So it would be inaccurate... - Source: Hacker News / about 1 year ago

This is the developer documentation where they advertise the APIs - https://developer.apple.com/machine-learning/. Source: over 2 years ago