What's the difference between machine learning and deep learning?

[ismailkiraz5916]

Hello,

We have a project about object detection. First, we get a live video with camera on our drone and then we want to get object detection with LabView. But we want to make machine learning with LabView too. My question is how can ı get machine learning with LabView? and how can ı get object detection with LabView?

Thank you for all answers

[aeastet]

Have you looked at any of the example code that ships with LabVIEW?

It really depends on what you are trying to do, How fast you need it to be, what the parts look like etc...

You really need to give a lot more detail if you are going to get help.

[ismailkiraz5916]

Firstly, thank you for your answer.

I looked some examples but it wasn't enough for me. That's why I write in here.

Actually, I want to take a video on my camera in my drone. Then, I want to use this video with LabView for founding,detecting and tracking object(like other drones etc.) in the drone(I mean in the sky).That's why I want to learn how can I get machine learning with LabView. At the same time, I want to see this video in my computer. So, It will be fast as possible. 

I really want to get help for this topic because I couldn't found any information about this topic. 

Thank you again.

[aeastet]

Machine vision learning is a VERY HARD thing to do. Trying to develop software that can identify everything it sees will be a monumental undertaking. There are not going to be examples on how to do that in LabVIEW. They will show examples of how to find a specific target (which is hard all on its own).

For camera speed that is also another issue. Trying to get frame rates where you need them to be is also going to be tough. You will have some video lag not matter what you use to do your video.

If you are asking if LabVIEW has a built in program that can recognize anything it sees, the answer is no. I know of a few team that are using neural nets and deep learning to get there system to recognize a few things like cats and dogs.

Good luck,

[wiebe@CARYA]

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@aeastet wrote:

If you are asking if LabVIEW has a built in program that can recognize anything it sees, the answer is no. 

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It's quite easy to make a program that 'recognize' anything it sees, but it will classify everything as 'anything' 😊.

[ismailkiraz5916]

Hello,

I really want to learn difference between machine learning and deep learning. Because, after some days, I'm gonna start a new project to recognize an object in LabView. When I search some examples about machine learning in Labview, I couldn't find anything for machine learning. Still, I do not know what should I use for object recognize. Machine learning or deep learning?

Thank you for all answers.

[aeastet]

Here are a few references that will help you along your way:

https://hackernoon.com/deep-learning-vs-machine-learning-a-simple-explanation-47405b3eef08

https://www.zendesk.com/blog/machine-learning-and-deep-learning/

https://www.geeksforgeeks.org/artificial-intelligence-vs-machine-learning-vs-deep-learning/

https://www.mathworks.com/campaigns/offers/deep-learning-vs-machine-learning-algorithm.html?gclid=Cj...

[wiebe@CARYA]

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@ismailkiraz5916 wrote:

I really want to learn difference between machine learning and deep learning.

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Deep learning is (a form of) machine learning.

Neural networks are a technique to implement machine learning. Deep Learning is a specific way to arrange a Neural network.

The problem with machine learning is that picking the right technique can only be done with expertise. So you'll need to get that expertise, one way or the other...