Train an Object Detector using Tensorflow 2 Object Detection API in 2021

Train an Object Detector using Tensorflow 2 Object Detection API in 2021

I wanted to make a computer vision application that could detect my hands in real-time. There were so many articles online that used the…

I wanted to make a computer vision application that could detect my hands in real-time. There were so many articles online that used the Tensorflow object detection API and Google Colab, but I still struggled a lot to actually get things working. The reason? Versions of libraries and code change!

This article should guide you on what works right now (March 2021).

I will assume you know basic Python skills, and enough know-how to look up what you don’t know from other tutorials

tensorflow machine-learning object-detection-api object-detection python

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Object Detection API in TensorFlow 2 - Image Object Detection

In this blog we will stick to image object detection. This topic has been gaining a lot of eye balls for commercial as well as research use as it deals around detecting objects in an image. For example detecting vehicles, animals, mobile phones, aircraft and any other object that you can think of. Object detection models are mostly used in self driving cars or fire detection mechanism or retail store analytics. Object Detection API in TensorFlow 2 - Image Object Detection