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The Architecture and Implementation of LeNet-5
Last Updated on July 30, 2020 by Editorial Team Author(s): Vaibhav Khandelwal Deep Learning Demystifying the oldest Neural Network Architecture of LeNet-5 Photo from Faz.net This very old neural network architecture was developed in 1998 by a French-American computer scientist Yann André LeCun, Leon …
Google Stock prediction using Multivariate LSTM
Author(s): Michelangiolo Mazzeschi Using a Vanilla LSTM to predict Google Stock prices Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Digit Classification using Tensorflow, Keras
Author(s): Michelangiolo Mazzeschi Full code available at my repo. Sources at this link. Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Building a super-resolution image web-app
Author(s): Aanisha Bhattacharyya This is a web-app trained on SRCNN model. On giving an image as input, it reconstructs a higher resolution image of the same. I made this… Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Convolutional Neural Networks for Dummies
Author(s): Daksh Trehan Deep Learning, Computer Vision A perfect guide to Convolution Neural Networks A notification pops on your Social media handle saying, somebody uploaded a picture that might have you in it. Boom! How did it happen? Photo by Patrick Fore on Unsplash This is the …
Understanding the Universal Approximation Theorem
Author(s): Shiva Sankeerth Reddy Photo by Jeremy Thomas on Unsplash Let us take some time to understand the importance of Neural Networks Neural networks are one of the most beautiful programming paradigms ever invented. In the conventional approach to programming, we tell the computer …
Main Types of Neural Networks and its Applications — Tutorial
A tutorial on the main types of neural networks and their applications to real-world challenges. Author(s): Pratik Shukla, Roberto Iriondo Last updated March 17, 2022 Figure 1: Main types of neural networks, designed with app.diagrams.net, diagram is a derivative from Creative Commons …
An Insider’s guide to Cartoonization using Machine Learning
Author(s): Daksh Trehan Deep Learning, Computer Vision Implementing white-box models to “cartoonize” real high-quality images. Cartoonization is itself a classic art but, the evolution in the field of Machine Learning is covering almost every realm. Today, in this article we are going to …
Generating Synthetic Sequential Data using GANs
Author(s): Armando Vieira Sequential data — data that has time dependency — is very common in business, ranging from credit card transactions to medical healthcare records to stock market prices. But privacy regulations limit and dramatically slow-down access to useful data, essential …
Ashrae Great Energy Prediction Challenge
Author(s): Gundluru Chandrasekhar Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
TensorFlow 2 for All: The Giant of Deep Learning
Author(s): Irfan Danish Its all about learning from your competitors. Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Using Torchmoji with Python and Deep Learning
Author(s): Michelangiolo Mazzeschi Converting text to Emoji with deep learning. Full code available at my repo. Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Image Classification with Ensemble of Deep Neural Networks using TensorFlow + TPUs
Author(s): Sanku Vishnu Darshan Deep Learning Detection of Foliar Diseases in Apple Trees with Ensemble of Deep Neural Networks. Source: Google Cloud TPUv3 Pod Hello everyone, I welcome you to the practical Series in Deep Learning with TensorFlow and Keras. I think most …
Beginner’s guide to Timeseries Forecasting with LSTMs using TensorFlow and Keras
Author(s): Sanku Vishnu Darshan A-Z explanation of the usage of Timeseries Data for forecasting Photo by Icons8 team on Unsplash Hello, everyone. I welcome you to the Beginner’s Series in Deep Learning with TensorFlow and Keras. This guide will help you understand the …
Meme Generator (MemeGen) Using Deep Learning
Author(s): Ritheesh Baradwaj Yellenki MemeGen is a web application that generates memes automatically based on the expression of the human face in the given image. Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
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