AI-powered search & chat for Data / Computer Science Students
Learn more with these recommended learning resources
Transfer Learning
As humans growing and learning in day-to-day activities right from childhood. As humans acquire knowledge by learning one task. By using the same knowledge we tend to solve the related task. Say in…
Read more at Analytics Vidhya
Find similar
New Perspectives on Transfer Learning
This post uses the dimensions Task, Domain, and Order to generate eight routes of doing Transfer Learning. From Domain Adaptation to Multi-Task Learning.
Read more at Towards Data Science
Introduction to Transfer Learning
We as humans have the ability to transfer the knowledge gained in one task to use it another task, the easier is the task the easier is to utilize the knowledge. Some simple examples would be: Most…
Read more at Towards Data Science
Transfer Learning — Part 1
In this series, we will discuss Transfer Learning. Transfer Learning was a breakthrough in Artificial Intelligence which enables several other sectors in which collecting huge datasets was a problem…
Read more at Becoming Human: Artificial Intelligence Magazine
Transfer Learning — part 1
The big lie of ML is that the distribution of the training data is the same as the distribution of the data on which the model is going to be used. What if this assumption is violated that is the…
Read more at Towards Data Science
Learning Transfer Learning
Transfer learning is the process of using skills and knowledge, that have been learned in one situation to solve a different, related problem. Introduction This concept is commonly studied in the fie...
Read more at Towards Data Science
Deep transfer learning
Transfer learning with feature extraction and fine tuning for CNN in computer vision from pretrained models for data science and AI in pytorch
Read more at Towards Data Science
The Art of Transfer Learning (Part-II)
Hello, fellow readers, it’s very good to see you all back, today’s blog-post is the second installment of my previous post regarding transfer learning if in case you have missed reading it I…
Read more at Analytics Vidhya
Image Classification with Transfer Learning
Transfer learning is repurposing a pre-trained model for another but similar usage. This method is seen in various machine learning applications especially in situations where the dataset is…
Read more at Analytics Vidhya
The art of transfer learning (Part-I)
Hi, friends, today in this blog-post I will give you an overview of the idea of transfer learning. This blog is divided into two parts and In this part, I will try to explain the theoretical concepts…...
Read more at Analytics Vidhya
Transfer Learning for Computer Vision
Whenever we develop knowledge within a given field, not only we are specializing our skills in that specific field, but also are we developing more generic and abstract mental tools that will speed…
Read more at Analytics Vidhya
Transfer Learning — Introduction !! Part -2
In the previous article, we discussed the layout of the Transfer Learning Series. In this article we will have a deep intuition about Transfer Learning and installation of libraries in which we will…
Read more at Becoming Human: Artificial Intelligence Magazine
How Transfer Learning works
Transfer Learning is the process of taking a pre-trained neural network and adapting the neural network to a new different dataset by transferring or repurposing the learned features. For example, we…...
Read more at Towards Data Science
The Dark Side of Transfer Learning
Transfer learning began as a golden child of image recognition and has quickly become an established pillar of deep learning — for good reason. Base models allow for a new wave of extraordinarily…
Read more at Towards Data Science
Let’s explore transfer learning…
Let’s approach this using some simple questions. 1. What is transfer learning? 2. Why is it used, and what are its benefits? 3. Example for this Transfer Learning Models? What is Transfer Learning? T...
Read more at Towards AI
“Transfer Learning” in nutshell.
Building the perfect neural network is Empirical Process which takes bit of a time and experiences to achieve it. But, now a days the Transfer Learning made it way faster and less hectic. So, What is…...
Read more at Analytics Vidhya
What is Transfer Learning?
Transfer learning make use of the knowledge gained while solving one problem and applying it to a different but related problem. For example, knowledge gained while learning to recognize cars can be…
Read more at Towards Data Science
Transfer learning with keras
In this blog we will learn what is Transfer Learning and when and how we should use it
Read more at Analytics Vidhya
Face Recognition using Transfer Learning
Transfer learning makes use of the knowledge gained while solving one problem and applying it to a different but related problem.I’m using the Inception model as it is quite capable of extracting…
Read more at Analytics Vidhya
The Ultimate Guide to Transfer Learning
Transfer learning is a widely used technique in the Machine Learning world, mostly in Computer Vision and Natural Language Processing. In this post, we will explain what it is in detail, when it…
Read more at Towards Data Science
Transfer Learning : the time savior
The whole backdrop of Artificial intelligence and deep learning is to imitate the human brain, and one of the most notable feature of our brain is it’s inherent ability to transfer knowledge across…
Read more at Analytics Vidhya
Hands-on Guide for Transfer Learning
During this lockdown, I worked on ethnicity recognition on Xception using the fairface dataset. There aren’t a lot of pre-trained models on this topic as compared to gender and age recognition and…
Read more at Python in Plain English
Transfer learning and fine-tuning
Introduction Transfer learning consists of taking features learned on one problem, and leveraging them on a new, similar problem. For instance, features from a model that has learned to identify racoo...
Read more at TensorFlow Guide
How to apply Transfer Learning successfully
The availability of highly accurate deep learning models trained on 1000s of compute hours has led to the adoption of transfer learning in production. The past decade has made leaps in the area of…
Read more at Towards Data Science- «
- ‹
- …