Transfer Learning

Travis chat

Analytics Vidhya

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…

New Perspectives on Transfer Learning

Towards Data Science

This post uses the dimensions Task, Domain, and Order to generate eight routes of doing Transfer Learning. From Domain Adaptation to Multi-Task Learning.

Introduction to Transfer Learning

Towards Data Science

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…

Transfer Learning — Part 1

Becoming Human: Artificial Intelligence Magazine

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…

Transfer Learning — part 1

Towards Data Science

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…

Learning Transfer Learning

Towards Data Science

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...

Deep transfer learning

Towards Data Science

Transfer learning with feature extraction and fine tuning for CNN in computer vision from pretrained models for data science and AI in pytorch

The Art of Transfer Learning (Part-II)

Analytics Vidhya

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…

Image Classification with Transfer Learning

Analytics Vidhya

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…

The art of transfer learning (Part-I)

Analytics Vidhya

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…...

Transfer Learning for Computer Vision

Analytics Vidhya

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…

Transfer Learning — Introduction !! Part -2

Becoming Human: Artificial Intelligence Magazine

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…