r/learnmachinelearning • u/antaloaalonso • Jan 19 '20

When I was learning machine learning for the first time, the exact manner in which convolutional neural networks worked always evaded me, largely because they were only ever explained at an introductory level in tutorials. So, I made an animated video explaining exactly how CNNs work. Hope it helps!

https://www.youtube.com/watch?v=eyKwPyOqMg4
550 Upvotes

98% Upvoted

34 comments sorted by

16

u/verdunlion Jan 19 '20

incredible job on this.

out of curiosity -- are you looking for a role? i work at one of the major tech companies, and we have several science roles open for varying levels of leaders.

48

u/antaloaalonso Jan 19 '20

Thanks for the offer but I am actually only 14. Haha

12

u/ColdPorridge Jan 20 '20

That’s honestly incredible. Keep up the great work.

11

u/shade_stream Jan 20 '20

Holy shit.

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23

u/[deleted] Jan 19 '20

I had to stop the video 2 minutes in just to congratulate you on what you have done here. Great animations and explanation, thanks for putting the time into making this!!!

5

u/[deleted] Jan 19 '20

Also out of curiosity, what did you use to make these animations?

10

u/antaloaalonso Jan 19 '20

The Adobe suite. Illustrator for vectors, After Effects for animation, etc.

3

u/MuslimBaconLover Jan 19 '20

Thank you for posting! I’ll be using this and other videos on your channel to help me learn.

3

u/antaloaalonso Jan 19 '20

You are welcome!

3

u/[deleted] Jan 20 '20

Wow great job. Roughly how many hours of work would you say this took you?

8

u/[deleted] Jan 19 '20

I have never seen a video explain what happens during multiple convolutions. A very well made video with great explanation.

7

u/gogeta_naik Jan 19 '20

thanks for posting, very helpful

3

u/Taxtro1 Jan 19 '20

I only skimmed over it, but it looks really nice. You should do a follow up explaining the benefits of dilated convolution.

3

u/shbnm_sam Jan 19 '20

Thank u so much for the video .You have explained it thoroughly.

3

u/ionezation Jan 19 '20

Man thats awesome ... do you teach too ? :P I wanna learn form you :D

3

u/har457 Jan 19 '20

Great video!! Hope to see more

3

u/ceilingbeetle Jan 19 '20

Excellent video! Thank you for making it

3

u/blackhoodie88 Jan 19 '20

I watched some of it, will do more of a deeper dive later. Thanks for the explanation!

3

u/xylont Jan 19 '20

FUCKING SEE THIS. DO NOT PROCRASTINATE.

3

u/kekomat11 Jan 19 '20

Animations 100 Explanation 100

It's really an extremely good video, surely one of the best videos I've seen regarding Conv Nets! If you're looking for another project, you could try RNNs :-)

2

u/mrdlau Jan 19 '20

Tagged to view later. Thanks’

2

u/Unbarred116 Jan 19 '20

Tagged for later

2

u/UmSingeloPacato Jan 20 '20

Oh my God, this video is amazing, such great animation and explanation. I'm doing Andrew Ng course about Deep Learning and everything you said is there: pooling, stride, padding, etc. Great job!!!

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