Launch HN: Numericcal (YC.S18) – Lifecycle Management for ML Models on the Edge

Hey HN, We’re Ranko and Shaoyi, co-founders of Numericcal ( https://numericcal.com ). We’re building developer tools to simplify building, optimizing and maintaining Machine Learning models for embedded, mobile and IoT applications. This platform is the result of our own struggles while helping on two ML powered projects; one using Computer Vision and one Voice Recognition. In both cases running models in the cloud was too expensive and slow for a good user experience. Moreover, it was not clear whether the training data our Data Science team had, at the beginning of the project, was representative of the data to be encountered in production. The solution for cost and speed was to run inference on some end-device. However, we did not know which device would be feasible, nor did we know what model the Data Science team would end up with. We initially considered two options: * Po

Kind

startup

Status

Shut down

Inventor

radoye

Ended

2018

Source

hackernews