Thank you so much for watching☺! Make sure to check out the fundraiser💚: gofundme.com/raising-10000-for-diabetes-by-the-end-of-2022

This is Code Bullet but more human than usual.

Such a perfect style to deliver these kinds of topics! You are a legend in the making my friend

Amazing! I'm still in shock that you've practically just started making videos and they're this good! Cant wait to watch the next video! I rarely ever give videos a thumbs up but yours is definitely one of them! *making sure to let the video keep playing in the background while typing to boost retention lol* Hope your having a great day!

🍕 Also, I just realized that pizzas are baked as circles, put in square boxes, and cut as triangles.

That was amazing! Super entertaining way to keep up with advancements in the field. Excited to keep learning more in your next videos

Your channel is amazing. Love the branding, and the videos are so unique. Never seen anything similar. PLEASE KEEP UPLOADING!!!!

this is actually precious content. with this we can learn of how machine learning or deep learning without confusing because you explaining with interesting animation and educational narrative. (i'm sorry for my bad english languange 😁)

As a programmer, I love this. As an italian, I hate I have to cover my eyes some times.

loved how this talks about machine learning in a way that's easy to understand no matter how much experience one already has

Hi just discovered your channel. Keep up the good work, your channel is great!

I love this content! Just subbed, keep up the good work my friend!!

Hey, those are nice looking tables (at 5:10 for example). Do you prepare them specially for the video, or there is some sort of open source library that can build them for any pytorch model?

Using this AI we can finally solve the philosophical issue of when a pizza becomes a pizza. Just photodocument the process of making a pizza and see when the probability overcomes the threshold... Will it be when the dough is made into a circular shape? When covered with the sauce? When topped with toppings? How many toppings make a pizza, will a single salami slice suffice? Or will it become a pizza only after baking? Maybe slicing it is necessary! So many questions. There is also a US-friendly version of the issue: Is a box of frozen pizza a pizza? Or will it become a pizza after taking it out of the box? Maybe taking it out of the plastic wrap is necessary? Or will it become a pizza only after microwaving it?

This is such a good video, just like your last one. Keep it up!

wonderful visuals, what software did you use ? For visualizing the layers and parameters in the green blocky text.

Btw, that thing "you don't even know to describe" is an actual pizza. The topper is Nutella and it's used a lot as dessert. Words of Italian. Great video anyways, keep going 💪

Great video! btw how did you make that avatar? like the code bullet's avatar

bro your channel is amazing keep up the fun work

Great video mate! Keep up the great work!

Such a great video! Thank you so much!

great video dude. you are doing a awesome job.

Heey! Ur vids are so great! I just found ur channel couple of days ago. Im wondering if you can make these cool AI-s, may you can make one that can pass trought the typical “im not a robot” quests. Like select those images that you can see a boat on them, a bridge on them, a car on them etc etc! That would be interesting for us and i guess challanging for you, if its even possible!

Could you please share the code? It's much better playing with the code and learning through it. Also, thank you for such an amazing content.

Amazing bro. If I will get good enough at machine learning I'll try to do the same thing but cooking the pizza myself. Even harder

I can't believe you've got only 1000 subscribers. Watched the video thinking you were at 100k minimum. I'm sure you'll get there in no time though! Looking forward to seeing you experiment more with ML. I tried ML too but it seemed just way too big for me

"what pizta is" *_ANGERY MERCIA_*

Loved your vibe btw!

That is so amazing! Your video is so good for watching. I wonder which program did you use when you make a this video?

hey, what's the font you use in your videos? i like your videos and i really like the font you use keep making content!

I like the style of ur vids!

How do you make your art/video/assets for your video and all the total parameters? Thanks!

This is really nice and make me think that if you had only one image from a vagetable in the middle of pizza images, ai would think the vegetable is also pizza.

Nice video! Glad I found your channel

This was fun. Good job

So, one of the best ways to make an AI to recognize something is to start with something that can sort and codify images. That seems like one of those things that sounds obvious in retrospect, but is really just one of many potential actions from the start.

Hello Green Crypto! I am willing to learn machine learning but where to start? Like should i first learn python? Or what? And please drop some links to courses also

I just watched an 8 minute video of some guy talking about an ai learning about pizzas... This is my life, and i accept it

I loooooooooovveee the fun learning. That was greaat

underrated channel

Please, @greenCode explain why here 2:16 guessing at random implies that model will have 50% accuracy? There are 500 test images, and guessing pizza and not pizza can be done at 50/50 but isn't this condition is independent to a real world(apart from training set) image actually turning out pizza so it is actually not 50% when it will guess randomly but significantly lower but machine predicting pizza with this model will have a significantly higher chance of getting the pizza right, I am new and just confused.

nice work bro

2:56 So you're telling me Juan the horse, and the funky town rotating fish ... were an elaborate AI experiment?!

you make great videos and that is proven by the fact you just made me look at pizza voor 8 minutes

Can you plssss put the code? I loved the video, also, where do u recommend to learn this type of machine learning?

Bro from where and how can i learn this. Please reply or make a video on this topic And what you are doing is great and you will reach your goal soon Keep the good work

Very Informative Video 🙏

1:35 I think this is a Brazilian "pizza doce" or sweet pizza, I think this one is with Nutella, it's kinda a common topping, though what WOULD be weird about that, is that usually, they have more toppings.

THANK YOU VERY MUCH

1:35 That's a pizza with Nutella (the Nutella is not cooked in the oven of course, it's added over the blank pizza after cooking), quite common in Italian pizzerias. You don't actually eat it for dinner, but if it's a table reservation for many people (like a party or something) they most likely will ask if you want one, after the proper dinner. Most pizzerias make it on the house. The taste is both a mix of savory and sweet as well as a mix between crunchy and soft. It can seduce anyone's palate, it's a nice way to end the dinner, and now I crave one. Almost forgot to specify: the whole regular-sized pizza with Nutella is not supposed to be for one person only, it's for the table, for the people to share, you just take a couple of slices (basically like a lot of foreigners do with normal pizzas).

great content, loads of info there

Your videos are awesome also have you considered making a discord server for your channel?

Nice vid dude

i dont understand a thing you talked about, but this is so cool lmao

I have a feeling that you are going to be big on youtube in the near future.

i loved this channel and this video

your presentation just wow.. like it

great video, do you have any github account where you share some code you used ?

You got a sub bro!

Not sure what is more complicated: Training AI to recognise pizza. Editing the video.

great video dude

educative and relaxing content.

1:36 the glog farmer’s hungry

SUBBED!!! have you tried pineaplle pizza?

4:30 Isn't there an immense risk of overfitting with no train-dev set, dev set, and that much data augmentation on a rather small dataset? I mean, would explain the almost non-existent improvement per epoch while still being far from the Bayes limit. Also, I don't want to talk like a know-it-all, but I think that it would've been more effective to use the original dataset and just go for classification, and then simply add a hand-made step to separate pizza from non-pizza since it would've prevented the hotdog incident and other similar problems, although the training would have been longer.

Great vid champ

I LOVED THIS VIDEO SO MUCH HAHAHAHAHAHA !!!!! Wonderful job

Dude you're awesome

Talented guy !!

If you implement gpu acceleration you can get a 60x speedup also very good Video next Mask rcnn ?

thanks dude ı wanna make an face tracking drone and your works show me that AI is not that compilcated(ı thought its like crazy math stuff its probably hard but with python its look easy) but ı want to do it with c++ because it has to be fast, ı thought for training model ı will use python than for running it ıwill use c++, can ı do it ?

this is the first time i have heard someone use pizza a lot of times at it makes sense

What i get from putting learned classes and pausing them: We copy a AI and paste it then add our AI front to it and teach our AI and combine them.

Hey, so: chocolate pizza is a very common thing here in Brazil! We have a bunch of different flavors for pizza: tuna, 4 chesses, calabresa (search it), chicken, etc And sweet pizza like: dark forest (just like the cake, but pizza), white chocolate, Romeo and Juliet (search it), chocolate with sprinkles or m'ms, etc.

nan is "not a number". Also this is interesting content and I like it.

have you used the same images for train and test?

damn im QC asf I saw that Poutine at :40 Lmfao

1:22 new subcriber from VN

If I had to guess how many subscribers you had based on production quality alone, I’d assume you had millions. I just wish the videos were slightly longer.

if u have used dimensionality reduction then the accuracy will be more better for the final test

what is the accuracy on "boundry' cases? By boundry, I mean things that look like pizza but are not pizza...

This is great!

Green Code : Yay! Pizza classifier! AI : ROUND = PIZZA!

1:36 this is an chocolate pizza, pretty normal here in Brazil as long we put anything on pizzas

VGG16 is also Transfer learning

Brilliant.

Thanks to all the influencers that take pictures of their food! A big thanks!

what would it take to build an AI that can make architectural designs... or any kind of designs really...

1:37 it's probably a sweet chocolate pizza, it's a common pizza here in Brazil hehehehe

3:41 yes, I laughed

Ai- What is my purpose? Human- identify pizza. Ai- kill me already.

Excluded a perfectyl good chocolat pizza, this is the kind of thing brazilian could go to war for.

nan means not a number. So somewhere there needs to be a number, but it’s getting infinity values, string, or etc

I just saw this video and i loved it

Damn I loved that

Hey, nice video! Can you share the code?

Unique content

from VN i very like your video

Now, we need to teach him how to bake pizza

Me at 3am: one last video and ill go to sleep Me at 3:08 am: 😴