Connecting MLflow Hosted Models and Label Studio for Auto Labelling
Hey HN, I'm Jinen. I’m a PhD student working on DL interpretability & Optimization Theory. Before beginning my PhD, I worked at DagsHub fine tuning vision models for domain specific deployments. I wanted to use ML models to help label the data, based on Label Studio's ML Backends. The goal was to use a model registered and tracked on MLflow. I found it tedious and involved a lot of boilerplate code to pipeline an MLFlow registered model into Label Studio's ML backend . Part of the challenges was setting up the web server, adapting the model outputs and reading through a lot of documentation…
Connecting MLflow Hosted Models and Label Studio for Auto Labelling launched on October 22, 2024 with 5 votes, #1,922 of 5,185 launches that month and more than 50% of that year's launches.
What it does
In the maker’s words, at launch
Hey HN, I'm Jinen. I’m a PhD student working on DL interpretability & Optimization Theory. Before beginning my PhD, I worked at DagsHub fine tuning vision models for domain specific deployments. I wanted to use ML models to help label the data, based on Label Studio's ML Backends. The goal was to use a model…
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