What is YOLO algorithm? | Deep Learning Tutorial 31 (Tensorflow, Keras & Python)

YOLO (You only look once) is a state of the art object detection algorithm that has become main method of detecting objects in the field of computer vision. Previously people used techniques such as sliding window object detection, R CNN, Fast R CNN and Faster R CNN. But after its invention in 2015, YOLO has become an industry standard for object detection due to its speed and accuracy. In this video we will understand the theory behind how exactly YOLO algorithm works. In next video we will write code to detect objects using YOLO framework.
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[@codebasics]

Do you want to learn technology from me? Check codebasics.io/ for my affordable video courses.

[@AmberK296]

The best explanation for YOLO! It's really helpful. Thank you.

[@guillermoernestomedina2298]

My Deep Learning teacher couldn't explain this in 3 weeks the same way you did in 16 minutes, thank you very much.

[@priyanshijain4056]

so true

[@Abraham33286]

I think you didn't concentrate to your teacher lecture like you did in this video

[@peterliu2910]

Among all the yolov explaining videos this one makes the most sense! Thanks

[@commercial3750]

What an awesome video! You really know how a student thinks. You answered all my questions - even the ones that I didn't realize I had! This was some excellent video format and pacing. I have liked and subscribed.

[@RichardBronosky]

Such a great communication happening in this video. The awareness of your audience at 8:15 is amazing. While it's true that "communication is what the listener does", to be a communicator, you must have empathy. Be proud of yourself for this.

[@amarjeetcheema8803]

Awesome work Sir, You explain such complicated things in a way, it feels like cakewalk to understand. Thanks alot . Please make full python yolo implementation for video inputs.

[@BinaraDarsha]

Great explanation of YOLO. And I need to say thank you for all your tutorials. I learnt a lot from you. Keep it up!

[@shashidugad2637]

Excellent introduction to YOLO. Looking forward for code deployment video

[@urbanspoken]

Such a perfect introduction to YOLO. Thanks!

[@jordiwang]

thanks mate, went through a couple of videos and your's the one that explain it the best

[@sivakrishnayammana8690]

This is the best explanation that I have not seen any where Only once I watched and got knowledge on yolo Thank you so much for this knowledge sharing

[@demonslayer1162]

This is a brilliant tutorial for YOLO. Thank you so much!

[@afeefapallipparamban9970]

I like this video very much. You explained the working of YOLO very simple , crystal and clear way. Thank you very much. Expect more.

[@shilinwang2958]

I really like your style of explanation. It's very clear and informative.

[@codebasics]

Glad it was helpful!

[@videoinfluencers3415]

Thank you very much sir !!! Egarly waiting for next part

[@keshavpatel559]

Amazing as always! Thank you for providing this information and helping unravel important topics

[@brightsideethiopia1276]

My God which kind of perfect explanation is this wow I don’t what to say bro just God bless you

[@bnsanthosh1]

Yes.. there is no details about network!, its only about box encoding

[@abhijitdas8617]

Gone thru many udemy courses, no one explains like you! Thanks for the efforts!

[@anime_on_data7594]

Sir your explanation is amazing in the field of data science

[@jamestidjani660]

it my first time around and i have already got a good level on YOLO...thanks for explanation///

please make a full project on this from code to deploying

[@pravinshende.DataScientist]

thank you sir .. you have explained the content in very good manner. . with coding from scratch and i like it ... have a very nice moring..and many many best wishes from me to you !

[@thebiggerpicture__]

Hi man. Finally, someone that understands how to make a great video. I just see 15'' and got what I was looking for. I also want to watch the rest because it is well explained. thanks

[@ruchirjain1163]

man, this was such a good explanation to YOLO!

[@dataguy7013]

Excellent explanation, you teach these topics in such a way that even a layman can understand

[@jameslay6505]

Very nice, excellent description. Thank you!

[@timfairfield407]

well worth watching. thanks for this. i had to pause where you said to as well. then I got it.

[@codebasics]

Glad it was helpful!

[@yogeshbharadwaj6200]

Tks a lot sir, perfect explanation....

[@CodeWithVaibhav0910]

Perfect and Clear Introduction to YOLO

[@codebasics]

Glad it was helpful!

[@codebasics]

Beginners Deep learning playlist: kzbin.info/aero/PLeo1K3hjS3uu7CxAacxVndI4bE_o3BDtO Beginners Machine learning playlist: kzbin.info/aero/PLeo1K3hjS3uvCeTYTeyfe0-rN5r8zn9rw Data science 6 months learning roadmap: kzbin.info/www/bejne/fmW8lKSLgb5kY7M

[@jakobhalskov]

The amount of good information and dogs in this video make me happy :)

[@mendozamartinezjessenia9316]

I really loved this video! Thank you!

[@saicharanallenki7581]

Great Explanation. Thank you

[@moahaimen]

The best Explanation of Yolo thank you very much

[@kanchansharma5514]

Great explanation. The images helped to understand concept very easily, thanks

[@kainatmirza980]

You have explained things so well Ma Sha Allah, stay blessed and keep up the good work.

[@ssw4m]

Thanks, it's an excellent explanation, just what I needed.

[@nguyennhi8524]

thank you so much for this, very easy to understand !

[@11aniketkumar]

I watched a hour long video earlier and understood nothing, and now in just 16 min, I understood everything. Thanks a lot!

[@codebasics]

Glad you enjoyed it.

[@iguyblr]

Thanks for sharing your knowledge

[@howtotechtutorialsvideos]

I am new to ML but still i understand what you have said bout YOLO great work

[@yamansaini6379]

I like it bro clear and simple explanations

[@yasminbanu2597]

Nicely explained everything Thank you sir

[@star_7776]

Cool explanation, thanks!!

[@cccshark]

I just love this video. It is the best explanation of the real 'concept' of YOLO algorithm. Thank you very much for your great effort and sharing the insight!

[@vikidwi6935]

Thanks for the explanation. It's help me alot to understand yolo 👍

[@salvadornunez23]

excelente tutorial

[@Daniel-iy1ed]

This video was fantastic. Thank you

[@amirhosseinramazani757]

Thank you very much. your explanation was great!

[@DataScience111]

best explanation... you are doing a great job.

[@BreeShortz360]

Thank you alot this explanation is all i ever needed

[@arjunvarmamaths1349]

Glad I watched ur video ❤❤❤

[@shailendrayadav1138]

Excellent explanation

[@AmmarAhmedSiddiqui]

great video.. salute !

[@TabarekSadiq]

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[@brightsideethiopia1276]

Every software engineers should subscribe this best channel omg you are just fire 🔥 wow

[@gaolugang]

Nice work. You deserve more than one upvote. Sadly I can only give one.

[@izharkhankhattak]

Helpful. Nice work. Thank you so much.

[@codebasics]

Glad it was helpful!

[@AliAkbar-bv7zp]

hey, your video is so helpful... It's badly in need of a video of HYPER-PARAMETERS TUNING in tensorflow pls make a video about this topic thank you so much

[@sshubam]

Thankyou Sir that was a very good and simple explanation of a complex algorithm :) Thankyousomuch sir

[@pavankumarakula2268]

Hi @codebasics, Very nice and clear explanation about YOLO. Is it possible for you to the presentation slides as well with us? So that we can refer to it when want revise the concept once again. Thanks once again.

[@AnasHawasli]

Great explainaition

[@arvinds7182]

Great explanation

[@mrpoeky2527]

Thanks for your wonderful explanation!

[@codebasics]

Glad it was helpful!

[@mathewsjoy1572]

wonderful video very informative

[@ASOUE]

Great video!

[@balipavankalyan5008]

you made our life easier

[@lianzhong3590]

Thank you so much for creating this video! You really explained everything clearly. I was looking for an explanation about YOLO on other platforms but no one could explain this as clearly as you have. May I ask if I can translate your video into Chinese and share it on a Chinese video platform for all the people who are interested in learning YOLO but failed to find an excellent video like this one? Really appreciate your effort in making this video.

[@helloansuman]

Best explanation till date

[@jonatapaulino]

Congratulations on the video. Does yolo only recognize objects or does it classify emotions as well?

[@Sazia_Cooking_Creativity]

Hi, This is a very effective video. please provide a full project video with source code like face recognition project.

[@dashsingh30095]

amazing content and good explanation

[@kaiyongong1894]

Yeah! Very clear explanation.

[@codebasics]

Glad it was helpful!

[@TSulemanW]

Nicely explain

[@vinaykumardaivajna5260]

Amazing explanation as always..

[@abdulwarissherzad9914]

Nice, I enjoyed the way that you explain it.

[@codebasics]

Glad you liked it!

[@kipronoelijahkoech4630]

Brilliant!!!!!!!!!

[@user-gy9ef7mr7g]

Best explanation

[@laughinggood]

Hello , i just have a quick query, which should i prefer Matlab or python for implementing a deep learning model used for classification of complex images(seabed characteristics) and could you please tell me the reason too...

[@user-hc5vq2sn1k]

Thank you 😇

[@elevenkbc7910]

very clear, thx your video!

[@codebasics]

Glad it helped!

[@chaofansun8679]

Best explanation online! Thanks for it. One question is that it is unclear how anchor boxes work?

[@saicharan-xv7gb]

nice explanation

[@gastastrophe1092]

This is a great video, but the real magic of YOLO is in the loss function. Would you do a video on that?

[@17andus1982]

Hey man, good stuff. I am not a coder so pardon my question but do you know if YOLO7 or 8 can be used for body measurement and not just object detection?

[@leamon9024]

Awesome!

[@prashantrai9829]

Totally Awesome

[@shantilalzanwar8687]

Great video. Did you do any image operation to detect overlap of two detected objects in same image ?

[@gayatrigurhale4081]

excellent introduction!!!

[@codebasics]

Glad it was helpful!

[@AVyt28]

Waiting for more videos on yolo👏👏

[@codebasics]

yup next one will cover coding part

[@thealgorithm7633]

Thanks for the brief explanation. Wanted to know how center of object can be decided here?

[@tejaswinibandloor]

Sir The explanation was very clear And can I get the ppt that you used in the explanation Thanks in advance

[@trenadatta8243]

At 7:28, that looks more like 2 x the width of the grid cell. Why is it 3?

[@sandragoa2379]

The best video!!

[@akrsrivastava]

Great explaination of NMS.

[@codebasics]

Glad it was helpful!

[@ihebchiha9205]

Hello, does including negative photos to my dataset improve the detection of custom object?

[@bec_Divyansh]

greatt video thanks

[@RuneViniGarcia]

Very good video

[@Can-ue7de]

Thanks a lot.