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Show HN: Onepanel – Production scale, Kubernetes-native vision AI platform

7 点作者 rusht超过 4 年前

1 comment

rusht超过 4 年前
Hey HN,<p>I am Rush, one of the makers of Onepanel. Onepanel is a Kubernetes-native deep learning platform for computer vision with fully integrated components for model building, semi-automated labeling, data processing and model training pipelines.<p>We built Onepanel to significantly reduce the complexities with infrastructure and disparate tooling so teams can be productive at every step of their workflow but at the same time have the flexibility to change them and bring their own tools.<p>Under the hood, we integrate our own and other best of breed open source components [0] to provide a seamless user experience. We also try to abstract some of the complexities of Kubernetes by deploying cloud provider specific components for networking, network policies, automated TLS certificates, logging, GPU plugins and more [1].<p>Our near future goals are to add serverless APIs for inference and VNC enabled workspaces [2] so teams can also run simulation environments inside of Onepanel.<p>We&#x27;re excited to share Onepanel with the HN community and would love to hear your feedback! And of course we welcome and encourage any contributions [3].<p>[0] <a href="https:&#x2F;&#x2F;github.com&#x2F;onepanelio&#x2F;core#acknowledgments" rel="nofollow">https:&#x2F;&#x2F;github.com&#x2F;onepanelio&#x2F;core#acknowledgments</a><p>[1] <a href="https:&#x2F;&#x2F;github.com&#x2F;onepanelio&#x2F;manifests" rel="nofollow">https:&#x2F;&#x2F;github.com&#x2F;onepanelio&#x2F;manifests</a><p>[2] <a href="https:&#x2F;&#x2F;github.com&#x2F;onepanelio&#x2F;templates&#x2F;tree&#x2F;master&#x2F;workspaces&#x2F;vnc" rel="nofollow">https:&#x2F;&#x2F;github.com&#x2F;onepanelio&#x2F;templates&#x2F;tree&#x2F;master&#x2F;workspac...</a><p>[3] <a href="https:&#x2F;&#x2F;github.com&#x2F;onepanelio&#x2F;core#contributing" rel="nofollow">https:&#x2F;&#x2F;github.com&#x2F;onepanelio&#x2F;core#contributing</a>