Creating Images and Videos through AI.pptx

Artificial Intelligence (AI) has revolutionized the creation of images and videos, enabling the generation of highly realistic and imaginative visual content. Utilizing advanced techniques like Generative Adversarial Networks (GANs) and neural style transfer, AI can transform simple sketches into detailed artwork or blend various styles into unique visual masterpieces. GANs, in particular, function by pitting two neural networks against each other, resulting in the production of remarkably lifelike images. AI's ability to analyze and learn from vast datasets allows it to create visuals that not only mimic human creativity but also push the boundaries of artistic expression, making it a powerful tool in digital media and entertainment industries.

1. Creating Images and Videos Through AI Artificial intelligence (AI) is changing the way we create content. AI-powered tools are revolutionizing image and video creation, making it easier and more accessible than ever before. by Dr. Roma Smart Joseph Professor, Dept. of B.Ed. Isabella Thoburn College Lucknow (UP) India FDP on Artificial Intelligence in Teaching and Research Paper Writing

2. What is AI? Machine Learning AI systems that learn from large datasets to make predictions and improve their performance over time. Deep Learning A type of machine learning that uses artificial neural networks to analyze and learn from complex data. Natural Language Processing AI that enables computers to understand and process human language, including text and speech. Computer Vision AI that allows computers to "see" and interpret images and videos, identifying objects, scenes, and patterns.

3. Creating Images with AI AI image generation tools use algorithms to create unique and imaginative images based on user input. Text-to-Image Users provide text prompts to generate images based on descriptions, styles, and concepts. Style Transfer AI can transfer the style of one image onto another, creating artistic variations and unique aesthetics. Image Editing AI tools can enhance, manipulate, and edit images, improving quality, adding effects, and even generating realistic backgrounds.

4. Creating Videos with AI Video Editing AI tools automate tedious video editing tasks, such as scene detection, shot transitions, and color correction, saving time and effort. Video Generation AI can generate videos from scratch, creating animations, visual effects, and even realistic footage using text prompts and existing video data. Video Enhancement AI can enhance the quality of existing videos, improving resolution, removing noise, and even restoring old footage.

5. Steps in AI-Powered Image and Video Creation Creating images and videos with AI involves a series of steps, from defining the concept to refining the final output. Define the Concept: Determine the purpose, style, and desired outcome of the image or video. Choose AI Tools: Select AI tools that best fit your needs and skill level, considering features, ease of use, and cost. Provide Input: Provide text prompts, images, or video data to guide the AI in generating the desired content. Generate Content: Run the AI tool and let it process your input, creating the initial image or video. Refine and Edit: Make adjustments and edits to the generated content, using AI-powered features or manual editing techniques. Export and Share: Save the final image or video in the desired format and share it with others.

6. DALL-E 2 Generates highly realistic images from text descriptions. Midjourney Creates artistic and imaginative images based on user prompts. Stable Diffusion An open-source AI model that allows users to generate images and experiment with different styles. Craiyon (formerly DALL-E mini) A user-friendly web-based tool that generates images from text descriptions. AI Tools for Image Creation

7. Examples of AI Video Generation Tools Pictory.ai AI-powered video editing and creation tool for summarizing and transcribing videos. Synthesia Generates videos with AI-powered avatars that can speak and interact with virtual backgrounds. Deep Nostalgia Uses AI to animate still photos, bringing old images to life. Runway ML Provides AI models for various video editing tasks, including style transfer and object removal.

8. The Future of AI in Content Creation AI is continuously evolving, and its impact on content creation will only grow in the future. Expect to see even more powerful and versatile tools, as well as new creative possibilities for image and video generation. Hyper-Realistic Content AI will generate increasingly realistic images and videos, blurring the lines between reality and digital creation. Personalized Content AI will create customized content tailored to individual preferences, enhancing the user experience. Interactive Content AI will enable the creation of interactive images and videos that respond to user input, making content more engaging and immersive.

9. Presented by: Prof. Roma Smart Joseph E-mail: [email protected] Facebook @ Roma Smart Youtube @ Dr. Roma Smart Joseph Join my Watsapp and YouTube channel to know more about application of technology in Education