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Humans observe the world through a combination of different modalities, like vision, hearing, and our understanding of language. Machines, on the other hand, interpret the world through data that algorithms can process. So, when a machine “sees” a photo, it must encode that photo into data it can use to perform a task like image classification. This process becomes more complicated when inputs come in multiple formats, like videos, audio clips, and images. “The main challenge here is, how can a machine align those different modalities? As humans, this is easy for us. We see a car and then hear...

Whiteboard animation software is a great way to add some visual pizzazz to your content. The human brain processes visuals 60,000 times faster than text. Visuals are also responsible for increasing comprehension by up to 400%. In fact, visual content is so powerful that a single video can be the difference between an effective marketing campaign and failure. But how do you get started creating whiteboard animations? The good news is, you don’t have to spend millions of dollars on an Oscar-winning director and Hollywood actors to create amazing whiteboard animation videos. We’ve found 13 of the best whiteboard animation...

OCR software makes it possible to digitize valuable information stored in paper documents and images. That way, they can be edited, shared and stored electronically. You can even convert a scanned image into an editable document that you can use as a template for future documents. But before you start scanning your files, you’ll need to ensure that the OCR software you choose is right for your needs. In this article, we’ll offer 11 recommendations for the best OCR software on the market today, which will help you make the right choice. The best paid OCR software of 2022 Adobe...

[ comments ] main Code Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch. Yannic Kilcher summary | AssemblyAI explainer The main novelty seems to be an extra layer of indirection with the prior network (whether it is an autoregressive transformer or a diffusion network), which predicts an image embedding based on the text embedding from CLIP. Specifically, this repository will only build out the diffusion prior network, as it is the best performing variant (but which incidentally involves a causal transformer as the denoising network 😂) This model is SOTA for text-to-image for now. Please join...

Green screen software is a must-have in the world of video editing. Green screen, or chroma key, photography allows you to remove background objects and replace them with an image or video of your choosing. Why would anyone need this? Well, one reason is that green screens are easy to set up and require no special skill other than some basic knowledge of how to use a computer. But another reason is that green screen is extremely useful for video editors. When you’re working with a green screen, you can place the subject where you want it and then add...