Basic Linear Algebra for Deep Learning and Machine Learning Python Tutorial
Figure 1: A three-dimensional Euclidean space used to represent solutions of linear equations [1] [2]. Image is a vector derivative from “High-dimensional Simplexes for Supermetric Search” by Richard Connor, Lucia Vadicamo, and Fausto Rabitti [3]. An introductory tutorial to linear algebra for machine …
Deep Learning Algorithms For Solving Advanced Mathematical Problems
Author(s): Dasaradh S K Neural networks are getting better at math Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Colorizing images with Deep Learning
Author(s): Jair Ribeiro Since the beginning of the photography, Image colorization may have been reserved for those with artistic talent in the past, but now… Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Training taking too long? Use Exponentially Weighted Averages!
Author(s): Danyal Jamil Use this optimization to speed up your training! Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Using a TensorFlow Deep Learning Model for Forex Trading
Author(s): Adam Tibi Building an algorithmic bot, in a commercial platform, to trade based on a model’s prediction Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Introduction to CNNs Without using MNIST!
Author(s): Pratik Kumar An introduction to CNN with an easily accessible dataset for beginners in deep learning. Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Pragmatic Deep Learning Model for Forex Forecasting
Author(s): Adam Tibi Using LSTM and TensorFlow on the GBPUSD Time Series for multi-step prediction Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Understanding Artificial Neural Networks — Perceptron to Multi-layered Feedforward Neural Network
Author(s): Sanket Shinde The transition of AI from classical machine learning to deep learning Photo by Photos Hobby on Unsplash This article will help you understand the transition of AI from classical machine learning to deep learning, starting from the basics of machine learning …
Deep-Learning-Based Automatic CAPTCHA Solver
Author(s): Sergei Issaev Computer Vision, Cybersecurity, Deep Learning Tackling the sophisticated 10-character CAPTCHA (with code) Photo by Markus Spiske on Unsplash. Disclaimer: The following work was created as an academic project. The work was not used, nor was it intended to be used, for …
Traffic Sign Recognition Using Convolutional Neural Networks (CNN)
Author(s): Prateek Sawhney German Traffic Sign Classification Project of the Self-Driving Car Engineer Nano Degree Term 1 demonstrating the use of CNN in… Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Deep Learning for Dog Breed Classification
Author(s): Danyal Jamil A step-by-step guide to classifying dog images amongst 115 breeds! Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Beginner’s guide to Understanding Convolutional Neural Networks
Author(s): JuneHao Ching Hey there! Since you clicked into this blog, means that you have heard of convolutional neural networks (CNN) but can’t really grasp the… Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Deep-fake Detection Using OpenCV and MTCNN
Author(s): neupane parlad This weekend, I rant into a interesting topic. The topic is deepfake. There has been a many report from various social media about fake… Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Step by Step Guide to Make Inferences from a Deep Learning at the Edge
Author(s): Renu Khandelwal Learn the steps to deploy a deep learning model at the Edge using a TPU USB Accelerator Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
CVML Annotation — What it is and How to Convert it?
Author(s): Rohit Verma Computer Vision, Deep Learning CVML Annotation — What it is and How to Convert it? This article is about CMVL annotation format, and how they can be converted to other annotation formats. Photo by Lenin Estrada on Unsplash In January of 2004, a research …