Research and industry trends by an AI engineer

deep learning for object detection research and industry trends

Backstory

when I was doing an internship back in 2018, I started looking into object detection techniques, because I needed to solve a visual inspection problem. This problem required the detection of many different objects in a stream of images coming from an industrial camera.

To tackle this challenge, I first…


Deep Learning

Introduction to training deep learning models on Google Cloud AI Platform

Backstory

Around a year ago I was working on a personal project where I needed to be able to train deep learning models on the cloud. …


Is one of them really better than the other? An explanation from a ML engineer who uses both frameworks.

tensorflow vs opencv

Backstory

I surf the internet everyday looking for machine learning and computer vision content. I like to stay up-to-date with what’s happening in the field of ML because this is a field that can surprise you almost everyday!

One question that I came across a few times is :

Which is…


Deep Learning

What is it? Why use it? And how to create your custom learning rate schedulers in Tensorflow 2

Learning rate schedule is simply the process of making your learning rate change during the training of your neural networks.

Some publications show that by changing the learning rate during the training…


Computer Vision

Common trends and techniques in the industry from an AI engineer

Deep learning is seeing tremendous adoption in different industries. One specific area where deep learning has shown great potential is Computer Vision.

I personally graduated from a computer vision master’s program and went immediately to work in the industry…


Cloud Computing

When my students started complaining about not being able to train their deep learning models on Google AI Platform, I thought they probably have a small error somewhere. Maybe, they didn’t use the command that I gave them correctly. Maybe, they forgot to setup some things on AI platform. …

Nour Islam Mokhtari

Machine Learning Engineer at Orpalis | Founder of AIFEE

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