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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.

4 Followers

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.

nursery ryhmes,abc rymhes,

3 Followers

....Hi Kids! Watch this [] Urdu/Hindi songs and poems Collection in 3d by Zubi learning !!! We hope you enjoy watching this animation as much as we did making it for you! and don't forget to subscribe ! 🌈 If you enjoyed this collection, you may also like these English/Urdu/Hindi compilations: https://youtu.be/RCbGiUTj7g0 .... and much much more! New content is uploaded weekly. We hope you like our content but are always happy to hear from you on how we can improve and what you'd like to see in the pipeline! You can contact us through the various social media channels listed below. If you enjoy our content, don't forget to support us and subscribe :)

Baby Toonz Kids TV - Nursery Rhymes & Kids Songs

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Baby Toonz TV is a world full of fun and entertainment for preschoolers! We have the best kids songs and nursery rhymes which children can enjoy, sing-along and dance-along. “ Emmie the Elephant” will take your little ones to a new level of fun and learning. We ensure a safe platform for kids of kindergarten age, with best content to enjoy and develop themselves. Subscribe to Baby Toonz and make sure, your kids come back for more new videos every day! Subscribers & viewers can their favorite Emmie rhymes in America on Glewed TV. baby shark, cocomelon, dinosaurs for kids, dinosaur cartoon, halloween, cocomelon nursery rhymes, chuchu tv, cartoon skeleton monster, police car, halloween songs, spooky scary skeletons, baby bus, baby songs, boo boo song, baby police, baby john, ghost cartoon, skeleton dance, jojo police, dian and roma, doo doo doo doo, shark vehicles, kids songs, nursery rhymes, sick song, doctor song, children rhymes, canciones infantiles, बच्चों के गीत بيبي شارك, شرطة الاطفال, بيبي learn

Bebefinn Nursery Rhymes

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Welcome To "Bebefinn Nursery Rhymes" is your gateway to a magical world of delightful melodies, captivating animations, and educational content tailored specifically for young minds. Join us on a journey where learning meets entertainment as we explore the enchanting realm of nursery rhymes, lullabies, and children's songs. Our channel is dedicated to fostering early childhood development through music, rhythm, and engaging visuals, making learning fun and exciting for toddlers and preschoolers alike. With a diverse collection of timeless classics and original compositions, "Bebefinn Nursery Rhymes" promises to spark creativity, ignite imagination, and nurture a lifelong love for music in the hearts of our little viewers. So, gather round and let's sing, dance, and learn together in this wondrous world of Bebefinn!

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