How I Created a Simpsons Dataset for Instance Segmentation

Written by mlwhiz | Published 2020/10/06
Tech Story Tags: data-science | machine-learning | artificial-intelligence | computer-vision | instance-segmentation | the-simpsons | data | hackernoon-top-story | web-monetization

TLDR This post is about creating your own custom dataset for Image Segmentation/Object Detection. It provides an end-to-end perspective on what goes on in a real-world image detection/segmentation project. I created a dataset (currently open-sourced on Kaggle) which contains 81 image segmentations each for the five Simpson’s main characters (Homer, Lisa, Bart, Marge, and Maggie) It took me a day and a half from start to finish with just around 400 images.via the TL;DR App

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Written by mlwhiz | Data Scientist @Facebook. Data science communicator at mlwhiz and TDS. Connect on Twitter @mlwhiz
Published by HackerNoon on 2020/10/06