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.

Certainly! Here's a sample YouTube channel content plan that you can use as a template for your own channel. This plan covers different video ideas for a hypothetical channel on "Outdoor Adventure and Travel." YouTube Channel: The Adventurer's Trail

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Certainly! Here's a sample YouTube channel content plan that you can use as a template for your own channel. This plan covers different video ideas for a hypothetical channel on "Outdoor Adventure and Travel." YouTube Channel: The Adventurer's Trail Content Plan: 1. Introduction Video (First Video): Introduce yourself and your passion for outdoor adventure and travel. Explain what viewers can expect from your channel. Share your personal story and connection to the outdoors. 2. Gear Reviews and Recommendations: Review essential outdoor gear (tents, backpacks, hiking boots, etc.). Provide in-depth gear guides for different types of adventures. Compare various brands and models to help viewers make informed decisions. 3. Destination Guides: Create detailed travel guides for specific destinations. Highlight the best hiking trails, camping spots, and activities. Share tips on budget travel and accommodations. 4. Adventure Vlogs: Document your own outdoor adventures and travels. Showcasing your experiences, challenges, and memorable moments. Share personal insights and lessons learned during your journeys. 5. How-To and Tutorial Videos: Teach outdoor skills such as setting up a campfire, purifying water, or basic wilderness survival techniques. Offer photography tips for capturing stunning landscapes. Provide advice on meal planning and cooking in the wilderness. 6. Travel Stories and Culture: Share your encounters with local cultures during your travels. Feature interviews with locals and their unique stories. Discuss the importance of responsible and sustainable travel. 7. Safety and Preparedness: Create videos on outdoor safety, including how to stay safe in various conditions. Discuss the importance of Leave No Trace principles. Offer tips for emergency preparedness and first-aid in the wild. 8. Collaborations and Guest Interviews: Collaborate with other adventurers, experts, or content creators. Conduct interviews with experienced hikers, climbers, or travelers. Explore different perspectives and experiences in the outdoor community. 9. Q&A and Viewer Interaction: Engage with your audience through Q&A sessions. Respond to comments and questions from viewers. Encourage viewers to share their own outdoor experiences. 10. Challenges and Unique Content: Take on unique challenges (e.g., multi-day hikes, winter camping). Experiment with unconventional outdoor activities. Surprise your audience with special videos, like themed adventures or charity events. 11. Seasonal Content: Tailor your content to different seasons and weather conditions. Share seasonal activities, like summer camping, winter sports, or spring hiking. 12. End-of-Year Recap and Future Plans: At the end of each year, create a recap video of your adventures. Share your plans and goals for the upcoming year. Remember to maintain a consistent upload schedule and engage with your viewers by responding to comments and interacting on social media. Building a community around your channel and providing valuable information and inspiration will help your channel grow.

My channel is mostly licensed by the owner, if you are a video owner and find any of my videos missing, I will buy them back or leave a link to introduce my channel. If you have any questions feel free to contact us.

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Welcome to Bok0Animals channel. Collection of funny videos about Animals Dogs and Cats🐕🐈 I am a cat lover who wants to share with everyone interesting, funny and equally intelligent situations of mischievous cats and dogs. Hope to help everyone relieve stress after stressful and tiring working hours. Hope everyone enjoy watching the video. Don't forget to subscribe to the channel, like and comment to motivate yourself to make more great videos.

Motivational videos in my own created channel.

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Do you want to learn a new skill, start a new hobby, or pursue a new passion? Do you want to challenge yourself, grow your potential, and enrich your life? If yes, then you need to join this online course. This online course is not just another boring and generic tutorial. It is a fun and interactive learning experience that will teach you everything you need to know about your chosen topic. You will learn from the best instructors, who are experts and enthusiasts in their fields. You will also interact with other learners, who share your interests and goals. You will enjoy the flexibility and convenience of learning at your own pace and schedule. You will also get access to a variety of resources, such as videos, quizzes, assignments, and feedback. What you will get from this online course: - A comprehensive and engaging curriculum that covers all the essential aspects of your topic - A personalized and supportive learning environment that suits your needs and preferences - A certificate of completion that validates your skills and achievements - A lifetime access to the course materials and updates - A money-back guarantee and a free trial period What you need to join this online course: - A computer or a mobile device with an internet connection - A curiosity and a willingness to learn new things - A commitment and a dedication to complete the course Don’t miss this opportunity to learn something new and exciting. Enroll now and start your learning journey today!