How Computer Vision Works
The Google Cloud Vision and Video Intelligence APIs give you access to a pre-trained machine learning model with a single REST API request. But what do those pre-trained models look like behind the scenes? In this video we’ll uncover the magic of computer vision models by breaking down how Convolutional Neural Nets work under the hood, and we’ll end with a live demo of the Vision API.
Learn more here!
How CNNs work → https://goo.gl/W51CGk
How RNNs work → https://goo.gl/I7RChj
Cloud Vision API → https://goo.gl/1OGqoC
Cloud Video Intelligence API → https://goo.gl/p2X9xn
Subscribe to the Google Cloud Platform channel → https://goo.gl/S0AS51
Thank you for sharing this cool video! 👨🖐
This lady makes me feel a bit uncomfortable with her creepy facial mimic, but I appreciate the content.
I wouldn’t think i’d be interested in this
Thanks, Sara. Your video is very helpful to me.
just get it now thanks to you
Anyone suggest me the latest research topic in computer vision
Very nicely explained. Thanks a lot!
Excellent video!
This is amazingly inefficient and a surprisingly dumb way to go about image detection.
Building your own computer vision system is, frankly, much more satisfying. And you control every aspect of the technology.
Wow, the model you called a Recurrent Neural Network sounds like a flavor of a project I’m working on. Thanks, I didn’t know there was a name for it ☺️
It was awesome.. thanks Google.. please let her do more machine learning tutorials.. she’s amazing at that
i don’t see the creative power in evolution
Thanks Sara for simple explanation of computer vision and API details. A small correction though, evolution of vision as per https://en.wikipedia.org/wiki/Cambrian#Dating_the_Cambrian was less than "billions of years ago".
Even I starts my master’s course in CV soon, I couldn’t explain CV in my speak. This video gave me a help to organize what is CV and how it works!
Great great video
Awesome
You’re just training your model with million users photos , if not how can you train it to that much extent … You guys have large computing power and million users data that’s why it’s possible to train your model quickly…
Really digging this video. We would like to use this within our organization for a business transformation course, with your permission of course!
Gina Linetti left 99 to join GCP
Computer vision enthusiasts pls comment below to collaborate and work on a project
Nice
You know how a little kid might see a cat 🐈 one time and in the future it’ll be able to tell that other cats are cats. And one day it sees a dog and can immediately tell that something’s different. That’s what I’m interested in: how do we cut down the data requirement from billions of examples to just one or two? Imagine a self driving car that could appreciate context in real-time despite not having a really fine tuned Neural net that’s based on a crazy amount of brittle test data. That’s what I’m working on as the founder of an extremely early, unnamed startup. If we don’t need 5 billion examples of cars being driven to do a good job, neither should machines. We need to build machines like babies that see cats running and just "get it". That’s the dream.
Honestly, Google didn’t get the data. Google gave us Google photos with unlimited storage and we uploaded millions of photos from millions of users. You got us free photos backup to we give you billions of photos to analyse.
Amazing !!
Does any one knows what software they used to prepare this video. Kindly suggest.
I loved the video
This is amazing
hahah very happy person, no ? :´p
What is the best programming language to learn for computer vision? I’m a college student who is fairly proficient in C++ but am not sure if I should focus more on learning Java or Python to increase my chances of landing a job working in this field after college. I’m an applied mathematics major and have taken several classes in linear algebra, real analysis, complex analysis, probability, numerical analysis/methods and differential equations.
sheepdogs and mops LOL!
Computer vision is not just Machine learning ok? This video gives me a feeling machine learning is the only way how computer vision works.
I loved the explanation, but I still would rather build and train my own model.
E’ STATO VERAMENTE INTERESSANTE
Please download the translation in Arabic
Highly professional video.
Just miss an explanation on human labelling assisted by Google (billed or free feature ?)
I loved the sound design here.
Thank You Sara Robinson!
viridis <3