AI Summer

Decrypt Generative Adversarial Networks (GAN)

Decrypt Generative Adversarial Networks (GAN)

Feb 11, 2025 0

What's the difference of generative and discriminative models and what is a GAN

Deep learning in medical imaging - 3D medical image segmentation with PyTorch

Deep learning in medical imaging - 3D medical image seg...

Feb 11, 2025 0

The basic MRI foundations are presented for tensor representation, as well as th...

How to learn Deep Learning in 2020

How to learn Deep Learning in 2020

Feb 11, 2025 0

Are you looking for a place to learn Deep Learning? In this collection of resour...

Intuitive Explanation of Skip Connections in Deep Learning

Intuitive Explanation of Skip Connections in Deep Learning

Feb 11, 2025 0

What are skip connections, why we need them and how they are applied to architec...

Human Pose Estimation

Human Pose Estimation

Feb 11, 2025 0

An overview of the most popular models for performing 2D or 3D Human Pose Estima...

Deep Learning Algorithms - The Complete Guide

Deep Learning Algorithms - The Complete Guide

Feb 11, 2025 0

All the essential Deep Learning Algorithms you need to know including models use...

The Best Machine Learning books to learn AI

The Best Machine Learning books to learn AI

Feb 11, 2025 0

Machine Learning books - The ultimate list

Best Artificial Intelligence books to read

Best Artificial Intelligence books to read

Feb 11, 2025 0

Artificial Intelligence and Machine Learning non fiction books - The ultimate list

Top 10 courses to learn Machine and Deep Learning (2020)

Top 10 courses to learn Machine and Deep Learning (2020)

Feb 11, 2025 0

Machine Leaning Courses - The ultimate list

How to get hired as a Machine Learning Engineer

How to get hired as a Machine Learning Engineer

Feb 11, 2025 0

7 steps to land a Machine Learning Engineer Job

Graph Neural Networks - An overview

Graph Neural Networks - An overview

Feb 11, 2025 0

How Neural Networks can be used in graph data

Localization and Object Detection with Deep Learning

Localization and Object Detection with Deep Learning

Feb 11, 2025 0

Explain RCNN, Fast RCNN and Faster RCNN

Semantic Segmentation in the era of Neural Networks

Semantic Segmentation in the era of Neural Networks

Feb 11, 2025 0

Semantic segmentation with deep learning

Trust Region and Proximal policy optimization (TRPO and PPO)

Trust Region and Proximal policy optimization (TRPO and...

Feb 11, 2025 0

Trust Region policy optimization vs Proximal policy optimization

The idea behind Actor-Critics and how A2C and A3C improve them

The idea behind Actor-Critics and how A2C and A3C impro...

Feb 11, 2025 0

Actor critics, A2C, A3C

Unravel Policy Gradients and REINFORCE

Unravel Policy Gradients and REINFORCE

Feb 11, 2025 0

Explore Policy-based methods and dive into policy gradients

Q-targets, Double DQN and Dueling DQN

Q-targets, Double DQN and Dueling DQN

Feb 11, 2025 0

Fixed Q-targets, Double DQN, Dueling DQN, Prioritized Replay

Deep Q Learning and Deep Q Networks

Deep Q Learning and Deep Q Networks

Feb 11, 2025 0

Learn what Q Learning is and build a Deep Q Network to play games

The secrets behind Reinforcement Learning

The secrets behind Reinforcement Learning

Feb 11, 2025 0

The central idea behind reinforcement learning and an overview of its algorithms

YOLO - You only look once (Single shot detectors)

YOLO - You only look once (Single shot detectors)

Feb 11, 2025 0

Single shot detectors and how YOLO is used for object detection and localization

Logging and Debugging in Machine Learning - How to use Python debugger and the logging module to find errors in your AI application

Logging and Debugging in Machine Learning - How to use ...

Feb 11, 2025 0

A guide on how to debug machine learning code and how to use logs to catch error...

Understanding coordinate systems and DICOM for deep learning medical image analysis

Understanding coordinate systems and DICOM for deep lea...

Feb 11, 2025 0

Multiple introductory concepts regarding deep learning in medical imaging, such ...

Data preprocessing for deep learning: How to build an efficient big data pipeline

Data preprocessing for deep learning: How to build an e...

Feb 11, 2025 0

How to develop high performance input pipelines in Tensorflow using the ETL patt...

Self-supervised representation learning on videos

Self-supervised representation learning on videos

Feb 11, 2025 0

In this article, we dive into the state-of-the-art methods on self-supervised re...

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