Image-Categorization on Selvam Subbiahhttps://selvamsubbiah.com/tags/image-categorization/Recent content in Image-Categorization on Selvam SubbiahHugo -- 0.154.3en-usWed, 06 Oct 2021 00:00:00 +0000Image Categorization using Object Detection in TensorFlow.jshttps://selvamsubbiah.com/image-categorization-using-object-detection-in-tensorflow-js/Wed, 06 Oct 2021 00:00:00 +0000https://selvamsubbiah.com/image-categorization-using-object-detection-in-tensorflow-js/<p>I have often wondered if I can build a tool that can accept custom queries to filter photos and images based on the items present in the image. There are some popular apps such as Google Photos, OneDrive, etc. which provide this sort of functionality to various degrees but they don’t necessarily let the user enter custom queries to filter images.</p> <p>In this article, we will look at utilizing <a href="https://www.tensorflow.org/js" target="_blank" rel="noopener noreferrer">TensorFlow.js</a> pre-trained <a href="https://github.com/tensorflow/tfjs-models/tree/master/coco-ssd" target="_blank" rel="noopener noreferrer">COCO-SSD object detection model</a> to categorize and filter images.</p>