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Users can generate videos up to 1080p resolution, up to 20 sec long, and in widescreen, vertical or square aspect ratios. You can bring your own assets to extend, remix, and blend, or generate entirely new content from text.

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We’ve discovered neurons in CLIP that respond to the same concept whether presented literally, symbolically, or conceptually. This may explain CLIP’s accuracy in classifying surprising visual renditions of concepts, and is also an important step toward understanding the associations and biases that CLIP and similar models learn. Fifteen years ago, Quiroga et al.1 discovered that the human brain possesses multimodal neurons. These neurons respond to clusters of abstract concepts centered around a common high-level theme, rather than any specific visual feature. The most famous of these was the “Halle Berry” neuron, a neuron featured in both Scientific American⁠(opens in a new window) and The New York Times⁠(opens in a new window), that responds to photographs, sketches, and the text “Halle Berry” (but not other names). Two months ago, OpenAI announced CLIP⁠, a general-purpose vision system that matches the performance of a ResNet-50,2 but outperforms existing vision systems on some of the most challenging datasets. Each of these challenge datasets, ObjectNet, ImageNet Rendition, and ImageNet Sketch, stress tests the model’s robustness to not recognizing not just simple distortions or changes in lighting or pose, but also to complete abstraction and reconstruction—sketches, cartoons, and even statues of the objects. Now, we’re releasing our discovery of the presence of multimodal neurons in CLIP. One such neuron, for example, is a “Spider-Man” neuron (bearing a remarkable resemblance to the “Halle Berry” neuron) that responds to an image of a spider, an image of the text “spider,” and the comic book character “Spider-Man” either in costume or illustrated. Our discovery of multimodal neurons in CLIP gives us a clue as to what may be a common mechanism of both synthetic and natural vision systems—abstraction. We discover that the highest layers of CLIP organize images as a loose semantic collection of ideas, providing a simple explanation for both the model’s versatility and the representation’s compactness.

Relive History - Delve into the fascinating crossroads of technology and storytelling, reviving enthralling historical tales through high-resolution, photo-realistic visuals.

7  Followers

Welcome to Prophetic Past! Here, we delve into the fascinating crossroads of technology and storytelling, reviving enthralling historical tales through high-resolution, photo-realistic visuals. We present a diverse array of content, spanning from gripping historical documentaries to contemporary incidents, featuring a myriad of genres and themes designed to keep you immersed and entertained. Whether you’re a history enthusiast or a connoisseur of rich storytelling, we extend a warm invitation for you to subscribe to our channel and embark on this enlightening journey with us. For any queries or collaborations, please reach out to sendemailtoac@gmail.com

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As you may know, many people around the world are struggling to keep up and survive to live a healthy lifestyle. If you are wanting to get healthier without ingesting copious amounts of toxins into your body, you should really look towards home remedies that are much safer than what big pharma wants you to buy into. If you find that you want to avoid toxic drugs and prescriptions and instead begin treating ailments with home remedies, you are not alone! With all the benefits that home remedies tend to offer it can be overlooked just how simple many of them can be. Home remedies abound for just about anything imaginable. From treating bug bites to riding your home of insects there is no reason at all why you should suffer from treatments that are expensive and not always effective. Often finding the right home remedy is all that stands between you and getting the actual benefit that you really want, at a price that is reasonable to you.

Demolition Airsoft

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Demolition Airsoft Hello, Callsign Dead Walker, here. Welcome to Demolition Airsoft. I post every Monday and every Tuesday. I try to make my videos as authentic as possible. I record everything while I'm at the field, and try not to miss any action. Also be sure to check out Other Platforms DemoPrints 3-D Printed Airsoft Accessories https://www.facebook.com/profile.php?... Demo/Airsoft Website -https://demolitionairsoft.univer.se/j... Demolition Airsoft Podcast - https://anchor.fm/demoairsoftchat My Instagram-https://instagram.com/the.onlydemoair... My Twitch Channel- https://twitch.tv/surgegames_ ————————————————————————— Thank you all so much for the support. I really do appreciate it. I just love creating the best Airsoft gameplays for you all. I genuinely love Airsoft and editing videos. Seeing that final video. Is just awesome and I hope you all enjoy as much as I do….P.S (SAVE THE🔫🔫ews) ————————————————————————— Dead Walker 10/10/2023 YouTube.com Demo, Airsoft Demo/Airsoft Website https://demolitionairsoft.univer.se/

Our videos you can use for learn Animals, Nature, About place, Food, River, Fruits & Birds, Wildlife, etc with Ultra-HD resolution

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Our videos you can use for learn Animals, Nature, About place, Food, River, Fruits & Birds, Wildlife, etc with Ultra-HD resolution. And you can also use to Home, Shop, Living Room , Office , Lounge , Waiting Room , Hotel, Showroom, Restaurant,gym, airport, hospital Guest house, Relaxing Room, and other place. You can also check your monitor, 8k TV, 4k TV, Computer, Laptop, Oled TV , Smart TV, etc.

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