Python - Pineview Labs

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A collection of 2 posts

An End-to-End ML at Edge Pipeline for Target Detection in Hydroacoustic Data

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An End-to-End ML at Edge Pipeline for Target Detection in Hydroacoustic Data

A detailed outline of how we implemented an Edge‑to‑Cloud ML-based pipeline where we trained and deployed a model for semantic segmentation of echograms.

Cloud‑Native Pipelines for Scientific Data Processing with Prefect and Dask

Python Featured

Cloud‑Native Pipelines for Scientific Data Processing with Prefect and Dask

Introduction The aim of this article is to provide an extended tutorial on the open-source libraries that we use to build the OceanStream cloud‑native data processing stack used to ingest data from sonar instruments and other marine sensors. We will describe the general principles of cloud‑native formats, introduce