AI and Machine Learning for Image and Video Editing

Name: AI and Machine Learning for Image and Video Editing
Rating: 4.1 (80 reviews)

Empowering Visual Perception: Techniques and Applications in AI-driven Image and Video Analysis

Created byCorbin Brown

Last updated 5/2023

English

English [Auto],

What you'll learn

Fundamentals of digital image & video processing: Students will learn about image representation, color spaces, transformations, and essential techniques.
Video compression techniques and key concepts: The course covers video compression algorithms, frame prediction, and motion estimation.
Machine learning & AI in computer vision: Students will explore the application of machine learning and artificial intelligence techniques for tasks.
Real-world applications & project development: Students will engage in hands-on projects to apply their knowledge in practical applications.

Course content

3 sections • 9 lectures • 51m total length

Must Watch: Discover Essential Resources and Tips1:00
Discover essential AI and ChatGPT resources to enhance image and video editing for e-commerce, including higher-resolution product photos and drone footage from Web Cafe AI.

AI Powered Image Upscaling12:25
Create an AI generated image from text, edit in Photoshop, and upscale its resolution for viable visuals on web, apps, and social media, illustrated with a panda branding example.
Step-by-Step AI Photo Restoration4:13
Apply step-by-step AI photo restoration to old images by removing scratches, colorizing, and upscaling using replicate.com models, with hands-on uploading, submitting, and downloading restored results.
Transform Your Face with AI7:14
Explore how to use machine learning and AI to manipulate images, change haircuts, and generate varied face transformations with different models and output styles.
AI Generated Product Images For E-Commerce6:24
Learn to create ai generated product images for e-commerce and dropshipping by upscaling resolution, cropping, and generating realistic shots from supplier photos, with prompts and negative prompts to refine results.
AI Images in Supermarionation Style3:48
Turn photos into the supermarionation style using an image-to-output model, featuring celebrity and generic subjects, with four 1024x1024 outputs from inputs under 600x600.

AI Video Creation with RunwayML6:11
Transform an input video with RunwayML, applying clay animation or other presets, adjust style strength and seeds, then upscale resolution with replicate.com for higher quality outputs.
AI Animated Photos For Speech6:40
Turn still images into animated videos with speech overlays and lip movement using AI models, and learn to adjust prompts, apply audio, and upscale output for high resolution social media.
AI Generated Drone Footage3:58
Convert still images into AI generated drone footage with adjustable frame counts and upscaling, exploring realistic outputs and creative video enhancements in image and video editing.

Requirements

Access to a computer with internet connectivity for online resources and software installation
Genuine interest in technology, particularly in AI and Machine Learning applications
A curious mindset to explore AI's impact on image and video processing and its real-world applications
Open-mindedness to embrace creativity and problem-solving in the context of visual media analysis

Description

Harness The Power of AI to edit and transform media

Discover the power of AI and machine learning in image and video processing, mastering key techniques to create advanced solutions for real-world applications.

Includes: 9 Lessons, Optimized AI Models, Effective Practices, & More!
Comprehensive coverage: The course covers everything from the basics of using AI Automation to advanced techniques for fine-tuning and customizing the model to suit specific use cases.

Hands-on learning: The course includes interactive exercises and real-world examples to help learners apply their knowledge and build practical skills.

Expert instruction: The course is taught by experienced practitioners who have a deep understanding of AI and Machine Learning!
Up-to-date information: The course is based on the latest version of AI modules and covers the latest techniques and best practices for using the model.
Flexibility: The course is available online, so learners can access the material at their own pace and on their own schedule.

Welcome to "AI and Machine Learning for Image and Video Processing," an immersive course designed to provide a comprehensive understanding of the innovative techniques and algorithms utilized in image and video processing. This course will cover key concepts such as computer vision, deep learning, convolutional neural networks (CNNs), and generative adversarial networks (GANs). Through hands-on projects and real-world applications, you will learn to develop state-of-the-art image recognition, object detection, segmentation, and video processing systems.

Stay ahead of the curve in this rapidly evolving field and unlock new opportunities in industries such as entertainment, healthcare, surveillance, and more.

Who this course is for:

Creatives seeking to enhance visual content.
Developers exploring computer vision.
Entrepreneurs in media & tech industries.
Students interested in AI & ML.
Professionals wanting to upskill.

AI and Machine Learning for Image and Video Editing

What you'll learn

Explore related topics

Course content

Essential Foundations1 lecture • 1min

AI Image Editing5 lectures • 34min

AI Video Editing3 lectures • 17min

Requirements

Description

Who this course is for: