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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.

Bee TV with the Naked Bee Keeper

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I am an amateur beekeeper who lives in Auckland New Zealand - and I am currently living in Titirangi in the very bushy western suburbs, if you know Titirangi I am just 2mins drive west of the village. Yep we are know as westies cause we are free, easy & laid-back. The Naked Bee Keeper handle refers to me choosing to not wear a bee suit unless absolutely necessary.Most of the bees I have had are just cruisey bees who are happy to let me open their homes, while I have had some super angry and territorial bees who fearlessly defend their territory I will rightly pop a suit on - I am amateur but not too stupid :-) Always this channel is just for fun, Im not expert and there is not really anyone who is a hive expert except the bees themselves. Bees run their societies with incredible precision and absolutely do not require human intervention - and I never do take credit for anything they do, even to the point of when i give honey away... its is always the bees honey, not mine :-)

Nature ,Wildlife and pets

2 Followers

🎥 TheNextGenerations 🌟 Hello, Rumblers. Welcome to TheNextGenerations! 🌟 Watch and Rewatch 👋 About Me: I'm MR.X , the creator behind this channel, and I'm thrilled to have you here! 🚀 I'm passionate about Gameplay,Blog,Reels,Shorts and sometime do something special , and I love sharing my knowledge-experiences with my amazing audience and make all various of videos . 🎬 What to Expect: On this channel, you'll find a diverse range of content aimed at Gameplay,Blog,Reels,Shorts and sometime do something special. I love sharing my knowledge and experiences with my amazing audience and make all various of videos. 🔥 Why Subscribe? By subscribing to TheNextGenerations , you'll join a vibrant community Benefits for Subscribers: Outline the benefits that subscribers will receive by subscribing to your channel. This could include early access to content, exclusive behind-the-scenes footage, access to member-only perks (if applicable), or special discounts or offers. Stay Updated: Mention that subscribing ensures viewers stay updated with your latest uploads. By subscribing and turning on notifications, they won't miss any new videos you publish. Community Engagement: Emphasize that subscribing allows viewers to become part of a community of like-minded individuals who share similar interests. Encourage engagement through comments, likes, and shares, fostering a sense of belonging among your subscribers. Supporting the Channel: Explain that subscribing is a great way for viewers to show their support for your content. Let them know that their subscriptions help you continue creating high-quality videos and expanding your channel. Onece Again " Subscribe aFor Subscribe Back'' , STAY TOGETHER AND GROW TOGETHER OUR COMMUNITY AND CHANNEL 💡 Let's Connect: Don't forget to hit the subscribe button and turn on notifications 🔔 so you never miss an upload! Also, be sure to follow me on for behind-the-scenes content, updates, and more fun! 🙏 Thank You: Thank you for being a part of this incredible journey with me. Your support means the world to me, and I can't wait to continue creating content that entertains, educates, and inspires you! 💫

Last Generation Ministry

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God’s purpose in giving the third angel’s message to the world is to prepare a people to stand true to Him during the investigative judgment. This is the purpose for which we establish and maintain our publishing houses, our schools, our sanitariums, hygienic restaurants, treatment rooms, and food factories. This is our purpose in carrying forward every line of work in the cause. Ms 154, 1902, p. 4. (“Instruction to Men in Positions of Responsibility,” October 24, 1902.) {1MR 228.2}

#peace of mind #soulregenerationhealing #reduceanxiety #fellingpozitivity #badenergyrelease

2 Followers

Here you will learn how to control your negative emotion,reduce anxiety and find your inner peace and soul 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Generally, cats, dogs or other pet guardians, you are responsible for loving and nurturing them with kindness and care, including protection.

2 Followers

Generally, cats, dogs or other pet guardians, you are responsible for loving and nurturing them with kindness and care, including Prevention of pain, disease and injury Make your pet live by their natural behavior through play, rehearsal and interaction Provide adequate partnerships to meet the emotional and social needs / training of your pet, despite close and daily interactions with people A healthy diet is appropriate for the age and needs of your pet. E.g. Animal feed such as fish bones are dangerous for cats Appropriate environment e.g. Comfortable and safe shelter, suitable toilet (separate from eating and sleeping), toys and emotional stimulation