Building an easy-to-use segmentation tool with transfer learning

Building an easy-to-use segmentation tool with transfer learning

How we built an easy-to-use image segmentation tool with transfer learning. Training an image segmentation model on new images can be daunting, especially when you need to label your own data. To make this task easier and faster, we built a user-friendly tool that lets you build this entire process in a single Jupyter notebook.

Training an image segmentation model on new images can be daunting, especially when you need to label your own data. To make this task easier and faster, we built a user-friendly tool that lets you build this entire process in a single Jupyter notebook.

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Speed up your Data Cleaning and Preprocessing with klib

By Andreas Kanz — 8 min read

The klib package provides a number of very easily applicable functions with sensible default values that can be used on virtually any DataFrame to assess data quality, gain insight, perform cleaning operations and visualizations which results in a much lighter and more convenient to work with Pandas DataFrame.


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Source: Unsplash.com

The Data Science Interview Blueprint

After my Data Science Manager offer with Deliveroo was rescinded a few months after I was preparing to leave my cosy consultancy job, and I didn’t have much of a safety net to fall back on and be unemployed for too long. I’ll share everything that helped me land two Data Scientist offers with FaceBook, with the hope that it might help one of you who also finds themselves in the unfortunate place I was in a few months ago.

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Google Reveals "What is being Transferred” in Transfer Learning

Google Reveals "What is being Transferred” in Transfer Learning. Recently, researchers from Google proposed the solution of a very fundamental question in the machine learning community.

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What is Supervised Machine Learning

What is neuron analysis of a machine? Learn machine learning by designing Robotics algorithm. Click here for best machine learning course models with AI