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Chatura Wijetunga
Chatura Wijetunga

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Published in Nerd For Tech

·Jul 11, 2021

Building an object detector in TensorFlow using bounding-box regression

Object detection is both classifying and locating objects inside an image. In other words, it is a combination of image classification and object localisation. Building a machine learning model for image classification is simpler and I have described it in one of my posts here. However, an image classifier cannot…

Tensor Flow

13 min read

Building an object detector in TensorFlow using bounding-box regression
Building an object detector in TensorFlow using bounding-box regression

Published in Nerd For Tech

·May 31, 2021

Building an image classifier with TensorFlow

I wanted to try solving a simple image classification problem using TensorFlow. My intention was to start everything from scratch, and cover all steps in the process of building a machine learning model including data preparation, model creation, training and finally using it for inference. I was looking for two…

Tensor Flow

6 min read

Building an image classifier with TensorFlow
Building an image classifier with TensorFlow

Published in Nerd For Tech

·Apr 8, 2021

Using react-webcam in a function component

For one of our projects I was looking for the way to use react-webcam in a React Function component. Although I found some useful posts about using the package, I couldn’t find one which answered my questions about using it in a React function component. …

React Webcam

2 min read

Chatura Wijetunga

Chatura Wijetunga

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