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Transfer Learning using a Pre-trained Model
Author(s): Sharon Lim Explore the use of VGG16 for Image Classification Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Understanding Abstractive Text Summarization from Scratch
Author(s): Gundluru Chandrasekhar A CNN news articles summarization case study Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Sign Language classification using MonkAI
Author(s): Aanisha Bhattacharyya Sign Language is used to communicate with persons suffering with speech-impairment. A classifier helps us to communicate better with them. Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
CycleGAN as a Denoising Engine for OCR Images
Author(s): Sharon Lim Cleaning up scanned but dirty documents to their original form. With a clean document, performing OCR will be a much more accurate task. Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Decoding the Science Behind Generative Adversarial Networks
Author(s): Daksh Trehan Deep Learning A dummies guide to GANs that aims at the art of faking! Generative adversarial networks(GANs) took the Machine Learning field by storm last year with those impressive fake human-like faces. Bonus Point* They are basically generated from nothing. Irrefutably, …
Safest Way To Containerize a Deep Learning Flask API
Author(s): Pushkara Sharma Deep Learning, Programming Building and Pushing a Docker Image of a Deep Learning Flask API in the Safest way possible. In this article, we will not discuss developing Machine Learning model but rather containerizing our ready to deploy ML …
Transfer Learning with KERAS
Author(s): Deep Patel Learning is a never-ending process, but it’s more important to use previously gained knowledge in a new experiment. Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Introduction to Word Embeddings
Author(s): Bharat Choudhary Implementation of word embedding using deep learning for Natural Language processing. Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Understanding LSTMs and GRUs
Author(s): Daksh Trehan A perfect guide to Long Short term Memory & Gated Recurrent Units. Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Recurrent Neural Network with LSTM
Author(s): Deep Patel Starting from scratch, this blog will help you knowing RNN at its peak in the easiest way along with the importance of LSTM. Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Understanding GANs
Author(s): Shweta Baranwal Photo from https://wallpaperaccess.com/ Deep Learning GANs (Generative Adversarial Networks) are a class of models where images are translated from one distribution to another. GANs are helpful in various use-cases, for example: enhancing image quality, photograph editing, image-to-image translation, clothing …
The Limits of Deep Learning
Author(s): Frederik Bussler Deep Learning Big compute needs limit performance, calling for more efficiency. Photo by Luca Ambrosi on Unsplash GPT-3, the latest state-of-the-art in Deep Learning, achieved incredible results in a range of language tasks without additional training. The main difference between …
Recurrent Neural Networks for Dummies
Author(s): Daksh Trehan A perfect guide to Recurrent Neural Networks Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
History of Neural Network! From Neurobiologists to Mathematicians.
Author(s): Ali Ghandi Deep Learning History of Neural Networks! From Neurobiologists to Mathematicians. If you are familiar with Neural Networks and Deep learning, you might wonder what the relation between Neurons and the brain and these networks is. It seems they are …
Convolutional Neural Network (CNN) in the Easiest Way
Author(s): Deep Patel CNN is easy way to deal with complex image data, it plays a major role in our lives, from facial recognition and analyzing docs to object… Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
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