Analytics Vidhya

JANUARY 27, 2022

To understand Convolutional Neural networks, we first need to know What is Deep Learning? The post CONVOLUTIONAL NEURAL NETWORK(CNN) appeared first on Analytics Vidhya. This article was published as a part of the Data Science Blogathon.

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Convolutional Neural Networks Neural Network Deep Learning Machine Learning 306

Analytics Vidhya

JANUARY 11, 2021

Introduction Convolutional Neural Networks come under the subdomain of Machine Learning. The post Image Classification Using Convolutional Neural Networks: A step by step guide appeared first on Analytics Vidhya. ArticleVideos This article was published as a part of the Data Science Blogathon.

Convolutional Neural Networks 358

Convolutional Neural Networks Neural Network Machine Learning Data Science 358

Analytics Vidhya

JULY 16, 2021

The post Convolution Neural Network – Better Understanding! ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction: In the world of Deep Learning (DL), there are many. appeared first on Analytics Vidhya.

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Convolutional Neural Networks Neural Network Deep Learning Data Science 343

Analytics Vidhya

OCTOBER 28, 2020

The post What is the Convolutional Neural Network Architecture? This article was published as a part of the Data Science Blogathon. Introduction Working on a Project on image recognition or Object Detection but. appeared first on Analytics Vidhya.

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Convolutional Neural Networks Neural Network Data Science Computer Vision 358

Analytics Vidhya

SEPTEMBER 7, 2020

Introduction Overfitting or high variance in machine learning models occurs when the accuracy of your training dataset, the dataset used to “teach” the model, The post How to Treat Overfitting in Convolutional Neural Networks appeared first on Analytics Vidhya.

Convolutional Neural Networks 354

Convolutional Neural Networks Neural Network Machine Learning Computer Vision 354

Analytics Vidhya

JUNE 30, 2021

The post How to Detect COVID-19 Cough From Mel Spectrogram Using Convolutional Neural Network appeared first on Analytics Vidhya. ArticleVideo Book This article was published as a part of the Data Science Blogathon COVID-19 COVID-19 (coronavirus disease 2019) is a disease that causes respiratory.

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Convolutional Neural Networks Neural Network Data Science Computer Vision 400

Analytics Vidhya

JANUARY 27, 2022

Let’s start by familiarizing ourselves with the meaning of CNN (Convolutional Neural Network) along with its significance and the concept of convolution. What is Convolutional Neural Network? Convolutional Neural Network is a specialized neural network designed for visual […].

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Convolutional Neural Networks Neural Network Data Science Deep Learning 264

Analytics Vidhya

SEPTEMBER 8, 2021

This article was published as a part of the Data Science Blogathon Introduction Image 1 Convolutional neural networks, also called ConvNets, were first introduced in the 1980s by Yann LeCun, a computer science researcher who worked in the […].

Convolutional Neural Networks 306

Convolutional Neural Networks Neural Network Data Science Computer Vision 306

Analytics Vidhya

AUGUST 12, 2021

The post A Hands-on Guide to Build Your First Convolutional Neural Network Model appeared first on Analytics Vidhya. ArticleVideo Book This article was published as a part of the Data Science Blogathon Overview This article will briefly discuss CNNs, a special variant.

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Convolutional Neural Networks Neural Network Data Science Computer Vision 353

Analytics Vidhya

JULY 14, 2021

The post Speech Emotions Recognition with Convolutional Neural Networks appeared first on Analytics Vidhya. ArticleVideo Book This article was published as a part of the Data Science Blogathon Image source: B-rina Re??gnizing gnizing hum?n

Convolutional Neural Networks 306

Convolutional Neural Networks Neural Network Data Science Deep Learning 306

Analytics Vidhya

SEPTEMBER 30, 2019

Overview A hands-on tutorial to build your own convolutional neural network (CNN) in PyTorch We will be working on an image classification problem – The post Build an Image Classification Model using Convolutional Neural Networks in PyTorch appeared first on Analytics Vidhya.

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Convolutional Neural Networks Neural Network Computer Vision Deep Learning 299

Analytics Vidhya

MAY 31, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon HISTORY & Background of Convolutional Neural Networks Convolutional Neural Networks are. The post Convolutional Neural Networks : Understand the Basics appeared first on Analytics Vidhya.

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Convolutional Neural Networks Neural Network Data Science Computer Vision 251

Analytics Vidhya

JUNE 8, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Deep learning is a booming field at the current time, The post Develop your First Image Processing Project with Convolutional Neural Network! appeared first on Analytics Vidhya.

Convolutional Neural Networks 306

Convolutional Neural Networks Neural Network Deep Learning Data Science 306

Analytics Vidhya

MAY 5, 2019

Introduction “How did your neural network produce this result?” The post A Guide to Understanding Convolutional Neural Networks (CNNs) using Visualization appeared first on Analytics Vidhya. ” This question has sent many data scientists into a tizzy. It’s easy to explain how.

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Convolutional Neural Networks Neural Network Data Scientist Explainability 305

Analytics Vidhya

MARCH 1, 2022

The post Basic Introduction to Convolutional Neural Network in Deep Learning appeared first on Analytics Vidhya.

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Convolutional Neural Networks Neural Network Deep Learning Data Science 271

Analytics Vidhya

AUGUST 14, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon We have learned about the Artificial Neural network and its application. The post Beginners Guide to Convolutional Neural Network with Implementation in Python appeared first on Analytics Vidhya.

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Convolutional Neural Networks Neural Network Python Data Science 271

Analytics Vidhya

JUNE 14, 2021

The post Image Classification using Convolutional Neural Network with Python appeared first on Analytics Vidhya. ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction: Hello guys! In this blog, I am going to discuss.

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Convolutional Neural Networks Neural Network Python Data Science 271

Analytics Vidhya

MAY 26, 2021

The post 20 Questions to Test your Skills on CNN (Convolutional Neural Networks) appeared first on Analytics Vidhya. ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Computer Vision is evolving rapidly day-by-day. When we talk about.

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Convolutional Neural Networks Neural Network Computer Vision Data Science 274

Flipboard

MARCH 5, 2023

It is powerful because it can preserve the spatial structure of the image. […] The post Building a Convolutional Neural Network in PyTorch appeared first on MachineLearningMastery.com. It is a layer with very few parameters but applied over a large sized input.

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Convolutional Neural Networks Neural Network Deep Learning 181

Flipboard

MARCH 24, 2025

On Thursday, Google and the Computer History Museum (CHM) jointly released the source code for AlexNet , the convolutional neural network (CNN) that many credit with transforming the AI field in 2012 by proving that "deep learning" could achieve things conventional AI techniques could not.

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Flipboard

SEPTEMBER 25, 2023

This blog post provides a tutorial on constructing a convolutional neural network for image classification in PyTorch, leveraging convolutional and pooling layers for feature extraction as well as fully-connected layers for prediction.

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Convolutional Neural Networks Neural Network Machine Learning 170

Analytics Vidhya

JULY 22, 2020

Overview Get an overview of PyTorch and TensorFlow Learn to build a Convolutional Neural Network (CNN) model in PyTorch to solve an Image Classification. The post How to Train an Image Classification Model in PyTorch and TensorFlow appeared first on Analytics Vidhya.

Convolutional Neural Networks 400

Convolutional Neural Networks Neural Network Computer Vision Deep Learning 400

Analytics Vidhya

MAY 22, 2022

The MNIST dataset helps beginners to understand the concept and the implementation of Convolutional Neural Networks. Introduction on 3D-CNN The MNIST dataset classification is considered the hello world program in the domain of computer vision. Many think of images as just a normal […].

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Convolutional Neural Networks Neural Network Computer Vision Data Science 395

Analytics Vidhya

MARCH 2, 2022

What is Convolutional Neural Network? Convolutional Neural Networks also known as CNNs or ConvNets, are a type of feed-forward artificial neural network whose connectivity structure is inspired by the organization of the animal visual cortex.

Deep Learning 388

Deep Learning Convolutional Neural Networks Neural Network Data Science 388

Analytics Vidhya

JULY 20, 2020

Introduction With the advancement in deep learning, neural network architectures like recurrent neural networks (RNN and LSTM) and convolutional neural networks (CNN) have shown. The post Transfer Learning for NLP: Fine-Tuning BERT for Text Classification appeared first on Analytics Vidhya.

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BERT Convolutional Neural Networks NLP Neural Network 400

Analytics Vidhya

MARCH 10, 2020

Concepts like hidden layers, convolutional neural networks, backpropagation. Starting your Deep Learning Career? Deep learning can be a complex and daunting field for newcomers. The post Getting into Deep Learning? Here are 5 Things you Should Absolutely Know appeared first on Analytics Vidhya.

Deep Learning 400

Deep Learning Convolutional Neural Networks Neural Network Python 400

Analytics Vidhya

NOVEMBER 21, 2020

Introduction Let’s put on the eyes of Neural Networks and see what the Convolution Neural Networks see. Photo by David Travis on Unsplash Pre-requisites:-. The post Tutorial — How to visualize Feature Maps directly from CNN layers appeared first on Analytics Vidhya.

Convolutional Neural Networks 400

Convolutional Neural Networks Neural Network Computer Vision Deep Learning 400

Analytics Vidhya

AUGUST 2, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction In computer vision, we have a convolutional neural network that. The post Image Classification Using CNN -Understanding Computer Vision appeared first on Analytics Vidhya.

Computer Vision 376

Computer Vision Convolutional Neural Networks Neural Network Data Science 376

Analytics Vidhya

NOVEMBER 24, 2021

We know how useful convolutional neural networks are. This article was published as a part of the Data Science Blogathon. CNNs have transformed image analytics. They are the most widely used building blocks for solving problems involving images.

Convolutional Neural Networks 393

Convolutional Neural Networks Neural Network Data Science Computer Vision 393

Analytics Vidhya

DECEMBER 28, 2021

Convolutional Neural Networks or convents are a type of deep learning model which we use to approach computer vision-related applications. This article was published as a part of the Data Science Blogathon Source: Vision Image Overview Deep learning is the most powerful method used to work on vision-related tasks.

Computer Vision 395

Computer Vision Deep Learning Convolutional Neural Networks Neural Network 395

Analytics Vidhya

MARCH 14, 2022

Here we’re going to summarize a convolutional-network architecture called densely-connected-convolutional networks or DenseNet. So the problem that they’re trying to solve with the density of architecture is to increase the depth of the convolutional neural network.

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Convolutional Neural Networks Neural Network Data Science 389

Analytics Vidhya

DECEMBER 14, 2023

Introduction In the realm of computer vision, Convolutional Neural Networks (CNNs) have redefined the landscape of image analysis and understanding. These powerful networks have enabled breakthroughs in tasks such as image classification, object detection, and semantic segmentation.

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Convolutional Neural Networks Neural Network Computer Vision 312

Analytics Vidhya

DECEMBER 22, 2021

This article was published as a part of the Data Science Blogathon Dear readers, In this blog, let’s build our own custom CNN(Convolutional Neural Network) model all from scratch by training and testing it with our custom image dataset.

Convolutional Neural Networks 374

Convolutional Neural Networks Neural Network Data Science Computer Vision 374

Analytics Vidhya

SEPTEMBER 27, 2022

Introduction My last blog discussed the “Training of a convolutional neural network from scratch using the custom dataset.” This article was published as a part of the Data Science Blogathon. This blog is […].

Convolutional Neural Networks 364

Convolutional Neural Networks Neural Network Data Science Explainability 364

Analytics Vidhya

MARCH 29, 2024

With the rapid evolution of convolutional neural networks (CNNs) and transformers, significant strides have been made in enhancing the accuracy and efficiency of video recognition systems.

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Convolutional Neural Networks Neural Network Computer Vision Artificial Intelligence 318

Analytics Vidhya

APRIL 19, 2024

Introduction Embark on a thrilling journey into the domain of Convolutional Neural Networks (CNNs) and Skorch, a revolutionary fusion of PyTorch’s deep learning prowess and the simplicity of scikit-learn.

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Convolutional Neural Networks Neural Network Deep Learning Machine Learning 318

Analytics Vidhya

APRIL 15, 2024

Introduction Welcome to an in-depth exploration of ship classification using Convolutional Neural Networks (CNNs) with the Analytics Vidhya hackathon dataset. CNNs are a cornerstone of image-related tasks, known for their ability to learn hierarchical representations of images.

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Convolutional Neural Networks Neural Network Data Analysis Data Science 304