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#Super-Resolution

Showing: 20 courses
University of Central Florida

Stable Diffusion

2 rewiews
Explore latent diffusion models for AI image generation, including unconditional generation and super-resolution techniques.
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13 Lesons
30 minutes
On-Demand
Free-Video
University of Central Florida

Introduction to Convolutional Neural Networks - Part I - Lecture 8

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Introduction to convolutional neural networks, covering architecture, applications in computer vision and natural language processing, with examples like AlexNet and super-resolution techniques.
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8 Lesons
21 minutes
On-Demand
Free-Video
Greg Benz Photography

New AI Features in Adobe Camera RAW 17.0

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Explore new AI features in Adobe Camera RAW 17.0: Adaptive Presets, Generative Expand, and non-destructive enhancements for improved image editing.
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1 Lesons
12 minutes
On-Demand
Free-Video
Jeremy Howard

Cutting Edge Deep Learning for Coders

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Explore advanced deep learning techniques including object detection, NLP, neural translation, GANs, and image enhancement. Gain practical skills for cutting-edge AI applications.
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7 Lesons
15 hours
On-Demand
Free-Video
DigitalSreeni

Single Image Super Resolution Using SRGAN

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Explore single image super-resolution using SRGAN, covering key concepts, perceptual loss, content loss, and network architectures for enhanced image quality.
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9 Lesons
29 minutes
On-Demand
Free-Video
Eran Feit

Enhancing Old Videos to Full HD Using AI Tools - Video Restoration Tutorial

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Discover how to transform old, low-quality videos into full HD using AI-powered video enhancement tools, Python libraries, and GPU processing for superior resolution and clarity.
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1 Lesons
13 minutes
On-Demand
Free-Video
Alan Turing Institute

Model Based Deep Learning - Applications to Imaging and Communications - Yonina Eldar

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Explore model-based deep learning for imaging and communications, merging parametric models with optimization tools for efficient, interpretable networks applicable to various real-world problems.
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19 Lesons
56 minutes
On-Demand
Free-Video
Simons Institute

Deep Internal Learning - Deep Learning with Zero Examples

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Explore deep learning without external data, focusing on internal learning for tasks like super-resolution and image segmentation. Discover innovative approaches and their applications in various domains.
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16 Lesons
1 hour 6 minutes
On-Demand
Free-Video
dekeNow

Image Enlargement - Professional Upsampling Techniques in Photoshop

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Learn professional techniques for enlarging images in Photoshop, including AI-enabled filters, upsampling enhancement, and artifact removal. Master the art of transforming low-resolution images into high-quality, enlarged versions.
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13 Lesons
27 minutes
On-Demand
Free-Video
Aleksa Gordić - The AI Epiphany

Efficient Geometry-Aware 3D Generative Adversarial Networks - GAN Paper Explained

0 rewiews
Explore cutting-edge 3D generative models with a deep dive into efficient geometry-aware GANs, NeRF technology, and novel scene representation techniques for advanced computer vision applications.
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13 Lesons
43 minutes
On-Demand
Free-Video
HuggingFace

Beyond Text - Giving Stable Diffusion New Abilities

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Explore advanced Stable Diffusion techniques like face variation and super resolution with Lambda Labs' Justin Pinkey in this technical deep dive on expanding AI image generation capabilities.
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9 Lesons
31 minutes
On-Demand
Free-Video
Steve Brunton

Machine Learning for Fluid Dynamics - Patterns

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Explore machine learning applications in fluid dynamics, focusing on pattern extraction and coherent structure identification in high-dimensional systems.
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6 Lesons
21 minutes
On-Demand
Free-Video
Alfredo Canziani

Unsupervised Learning - Autoencoding the Targets

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Explore unsupervised learning and generative models, covering topics like latent space interpolation, style transfer, super resolution, and autoencoders. Gain insights into advanced machine learning concepts and techniques.
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20 Lesons
57 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Model Based Deep Learning with Application to Super Resolution - IPAM at UCLA

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Explore model-based deep learning for super-resolution microscopy, merging parametric models with optimization tools to create efficient, interpretable networks from limited training data.
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1 Lesons
47 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Deep Learning and Shape Modelling for Medical Image Reconstruction, Segmentation and Analysis

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Explores deep learning techniques for MR image processing, incorporating anatomical shape information as prior knowledge to enhance reconstruction, super-resolution, and segmentation in medical imaging applications.
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1 Lesons
49 minutes
On-Demand
Free-Video
Linux Foundation

Embedded Deep Learning Super Resolution on GStreamer Using ONNX Inference Runtime

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Explore embedded deep learning super-resolution techniques using ONNX Inference Runtime and GStreamer, covering problem-solving, implementation, and performance analysis.
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12 Lesons
27 minutes
On-Demand
Free-Video
GDC

Super Powering Technical Artists Using Deep Learning

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Explore generative models in game development, focusing on style transfer, neural doodling, and image translation. Learn how deep learning enhances technical artistry and animation in Unity.
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11 Lesons
32 minutes
On-Demand
Free-Video
try! Swift Conference

Super Resolution with CoreML

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Explore image super resolution using CoreML and Swift. Learn implementation, model training, and comparisons with conventional methods. Discover recent advancements in iOS machine learning.
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1 Lesons
24 minutes
On-Demand
Free-Video
Meta

New Approaches to Image and Video Reconstruction Using Deep Learning

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Explore cutting-edge deep learning techniques for image and video enhancement, including colorization and resolution improvement, using efficient PyTorch-based tools trainable on a single GPU.
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26 Lesons
46 minutes
On-Demand
Free-Video
Institut des Hautes Etudes Scientifiques (IHES)

Sketching Semidefinite Programs for Super-Resolution Problems

0 rewiews
Explore super-resolution problems, focusing on measure recovery from Fourier coefficients. Learn about sketching approaches to reduce semidefinite program size and algorithmic developments for integral bounds.
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1 Lesons
33 minutes
On-Demand
Free-Video