Tell an interesting, factual story about your brand, Talk in a tone your readers would want, and. Take a really good look at who you're writing for. from DeepMind was published. But with the invention of Deep Learning algorithms such as style transfer and Generative Adversarial Networks (GANs - more on these in a bit), and the availability of open source code and pre-trained models, it is quickly becoming an accessible reality for anyone with some creativity and time.
Here are 6 points to remember when creating your "About Us" page so that you'll make the most positive impact possible and win over your customers' hearts and their business. In September 2018 a paper titled "Large Scale GAN Training for High Fidelity Natural Image Synthesis" by Andrew Brock et al. webspeak. How does the latent vector create the generated image? In less jargon-y terms it makes it easier for the network to know what to generate. The largest BigGan model has a whooping 355.7 million parameters. This resulted in better results of both IS and FID scores. The page is a space for you to get creative, personal, and basically initiate a personal introduction with your customers. Before we dive into the survey of fun BigGan creations, let’s get some necessary technical exposition out of the way (those already aware of these details can freely skip). The simplest form of an interpolation function is a linear interpolation. Write in a friendly style, but tailor it for your audience. Then we can provide scaling by multiplying by increasing negative values such as $-a \frac{z}{|z|}$, Interpolation refers to the process of finding intermediate data points between specific known data points in the space. Note that using $a = 0.5$ combines the two categories.
Note that values near zero in the latent vector mainly control the dominant class in the generated image. The "About Us" page is a way to earn trust and there's no quicker way to lose that trust than to be caught lying to the public. Having a good "About Us" page can have a number of pretty amazing benefits for your business, including: Beyond the "About Us" page, other important elements of a website that can increase user trust are a Privacy Policy and SSL certificates for example. Note that if $x=0$ then the first data point is $v_1$ and if $x=1$ the data point which is the last is $v_2$. A notebook was also posted on seedbank, a website by Google that collects many notebooks on different fileds of machine learning. Quickly generate a string of buzzwords in the tech industry.
This allows the latent vector to act on features extracted from different levels. This level of accessibility becoming the norm was made clearer than ever with the release of BigGan, the latest and greatest in the world of GANs. Videos where you can see the employees in action follow, and then employee images and interesting little facts follow this, which really gives a face and personality to the employees of the company. Zaid Alyafeai, "BigGanEx: A Dive into the Latent Space of BigGan", The Gradient, 2018. For attribution in academic contexts or books, please cite this work as. GANs are trained on datasets with hundreds of thousands of images. Textbook barons Houghton Mifflin have of late proclaimed 100 Words Every High School Graduate Should Know . My foray into AI art was built upon a basic familiarity with the command line [and access to pre-existing code and models].”. I may reasonably be considered “good” with computers, but I’m no coder; I flunked out of Codecademy’s easy-on-beginners online JavaScript course. The heading of "People at HubSpot" is followed by a sentence that says, "The best thing about coming to work are the people we solve challenging problems with every day.". Maybe you as a reader will help answering such questions by exploring the available notebooks and trying to implement your own ideas. The closer the data points the smoother the transition between these points. FortyOneTwenty's About Us page focuses heavily on visual appeal and to customer satisfaction. Mainly, GANs contain a moderate number of trainable parameters i.e 50 - 100 million. The company uses short text and colorful, warm images to really convey their motto and their mission. Here's where your personal story can make all the difference. Just look for yourself: BigGan models are conditional GANs, meaning they take the class index as an input to generate images from the same category. Given two classes $y_1$ and $y_2$ we use the function. Keep scrolling and you'll see a super simple infographic that tells how these hammocks are making social change. Capture what it is that makes you different, and put it on your "About Us" page. BiGans latent vectors are sampled from a truncated normal distribution. Phillip Isola, one of the authors of pix2pix and cycleGans papers, shows how to create a nice 3D effect on BigGan by interpolating between two different poses of a certain class: Mario Klingemann, an artist resident at Google, shows a nice rotary motion in the latent space of BigGan’s by using the sine function: Joel Simon shows how to generate really nice and colorful art by breeding between different classes using GANbreeder: Devin Wilson, an artist, created a simple style transfer effect between different classes of animals by keeping the noise seed and the truncation value the same, Gene Kogan, an artist and a programmer, created a mutation of different classes by the means of simple mathematical operations like addition.
A unique icon is used for each company or brand, which looks sharper than just a list of the company's names would look. Nubian Heritage has an interesting multi-tiered approach for their "About Us" page that they've titled "Humble Beginnings". "Large Scale GAN Training for High Fidelity Natural Image Synthesis" by Andrew Brock et al. People love seeing the story behind the outcome. Generate Slogans For Your Business. Making such models public for artists and researchers has made it easy to create some cool results, without in-depth expertise on the concepts or access to Google-scale resources. In a word: reproducibility. Don't use a lot of jargon in your "About Us" page. People have short attention spans and you won't have much time to either win them over or lose them to another company. And though I like visual arts, I’ve never shown much aptitude for creating my own. We can use the $f(x) = \sin(x)$ to resample different background because it preserves values near zero so $\sin(x) \sim x $, We try to zoom into a certain generated image to observe its fine details. According to the paper: GANs benefit dramatically from scaling, and we train models with two to four times as many parameters and eight times the batch size compared to prior state of the art. In order to capture the fine details of the synthesized images we need to train networks that are big i.e contain a lot of trainable parameters.
Write simply and clearly, in a friendly and realistic tone that you know your specific audience will relate to and appreciate. FID (the lower the better) and IS (the higher the better) are metrics to quantify the the quality of synthesized images. “We Made Our Own Artificial Intelligence Art, and So Can You”. While the rule that you should tailor your website writing to your client base stands true for all areas of your website, this is perhaps most important in the "About Us" page. They talk about relaxing, creating sustainable social change, and spreading positivity. Space debris:Man-made objects or parts thereof in space which do not serve any useful purpose. The latent vector is a a lower dimensional representation of the features of an input … Make sure that any claims you make, the information you divulge or the things you say in your "About Us" page are actually true. The Moz About page uses a graphical timeline to show exactly where the company is today and what the notable events in its history have been, from its founding in 2004 to today. Here are 6 points to remember when creating your "About Us" page so that you'll make the most positive impact possible and win over your customers' hearts and their business.
Write short and simple sentences, shorter paragraphs, and use things like bullet points, images to break up text, and different sized or bold font. Disclaimer: Legal information is not legal advice, read the disclaimer. Call on your customers to submit testimonials that you can then use to let their talking speak for your product. You can open the notebook using google collaboratory, and play around with the model even if you don’t own a GPU; collaboratory offers a kernel with a free GPU for research purposes. Get in touch with what inspired you and tell it in a way that can inspire others, and it more likely than not will do just that. Choose the perfect tagline.
GANs mainly consist of two networks: the discriminator and the generator. You can read more about the story, watch a video about the Nubian Heritage way, or read more about the founders themselves: The "Nubian Heritage Story" link takes you to a summary of the brand that tells of its roots and how it became a company.
Moreover, the authors used a variant of hierarchical latent spaces, where the noise vector is inserted into multiple layers of the generator at different depths. Hi there! You can also share the word on social media, or sign up for their email newsletters right from the page: It isn't only big companies with big missions that can have great "About Us" or in some cases, "About Me" pages. In less jargon-y terms it makes it easier for the network to know what to generate. The notebook illustrates how to import three BigGan models with different resolutions 128, 256 and 512. BigGan are a scaled up version of previous approaches by providing larger networks and larger batch size. Check out how graphic designer Jared Christensen makes his website's About page a flowing blend of personal, professional, and pretty humorous by adding professional credential facts in with bits of personal information and and personality. Awards are also showcased here so you can see the accomplishments that the people you've just been introduced to have achieved. Mothers are trained to make the hammocks that are then sold globally, and they're given a skill and an opportunity to get out of poverty. The latent vector has a 1-dimensional shape and is usually sampled from a certain probability distribution, where nearby vectors represent similar generated images. If you need more than one buzzphrase, just click the button again and again. The first part, the encoder, encodes the input images into a lower dimensional representation (latent vector) using down-sampling. However, while Privacy Policies are required by law in most countries and an SSL certificate may not be something that most website users are aware of, the "About Us" page isn't required by law. Ask yourself: You won't lose credibility with people for being a huge, reputable company now that was in the past a part-time basement hobby. The BigGan’s generator network was released for public on TF Hub, a library for reusable machine learning models implemented in TensorFlow. When you're selling a product or service, the best way to make people see how it can benefit them and be used in their own lives is to do just that: show them how it benefits others and is used by others, just like them. Let us take a look at some examples. This is because on this page is where you'll relate to your customer in a personal way and win over customers. The second part, called the decoder, reconstructs the shape of the image using upsampling. Consider adding a picture or even a video of behind the scenes at your company, or something that shows who and what you're all about. This is an easy call to action for customers: Another company with a story to tell that they tell so well is Yellow Leaf Hammocks. Having a Privacy Policy in place lets users know how you collect and use personal information from them, while an SSL certificate lets them know that any information being collected is secure and that your business is technically and functionally trustworthy. Tell your story. Your customers will enjoy seeing that glimpse into your company, and it will remind them that there are real people behind the product. Sharp graphics and a colorful integration of customer testimonial quotes with eye-catching images works to give a modern and friendly feel to this page: Different clients and customers have their testimonials showcased, along with their pictures. As a result, the "About Us" page is a good example to gain trust. Given two vectors $v_1$ and $v_2$ and $N$ as the number of interpolated vectors, we evaluate the interpolation function as, $$F(v_1, v_2, N) = x v_2 + (1-x) v_1 , x \in \left(0,\frac{1}{N}, \cdots, \frac{N}{N}\right)$$. Citation
The results are impressive! Gobbledygook generator Have you ever wanted to use meaningless, empty phrases that make it look like you know what you are talking about?
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