Why the Frontend Should Run AI Models Locally With ONNX

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Frontend developers need to make a paradigm shift about how they build applications using AI models, according to Angular consultant and full-stack developer Sonu Kapoor.

So far, AI has amounted to making API calls to a black-box model running in the cloud, Kapoor told The New Stack. But it doesn’t have to be that way, he added.

Kapoor predicted that the next evolution for AI and machine learning (ML) models will be to leverage models as a local asset in the frontend build pipeline. One way to do this is to download the models and let them…



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Why the Frontend Should Run AI Models Locally With ONNX


Frontend developers need to make a paradigm shift about how they build applications using AI models, according to Angular consultant and full-stack developer Sonu Kapoor.

So far, AI has amounted to making API calls to a black-box model running in the cloud, Kapoor told The New Stack. But it doesn’t have to be that way, he added.

Kapoor predicted that the next evolution for AI and machine learning (ML) models will be to leverage models as a local asset in the frontend build pipeline. One way to do this is to download the models and let them…



Source link

Disclaimer

We strive to uphold the highest ethical standards in all of our reporting and coverage. We StartupNews.fyi want to be transparent with our readers about any potential conflicts of interest that may arise in our work. It’s possible that some of the investors we feature may have connections to other businesses, including competitors or companies we write about. However, we want to assure our readers that this will not have any impact on the integrity or impartiality of our reporting. We are committed to delivering accurate, unbiased news and information to our audience, and we will continue to uphold our ethics and principles in all of our work. Thank you for your trust and support.

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