50+ Object Detection Datasets from different industry domains
Author(s): Abhishek Annamraju Computer Vision A list of object detection and image segmentation datasets (With colab notebooks for training and inference) to explore and experiment with different algorithms on! Free to use Image. Credits Computer Vision is such a fast-paced field that everyday …
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 …
Simple Linear Regression Tutorial for Machine Learning (ML)
Author(s): Pratik Shukla, Roberto Iriondo Source: Image by the Author. Diving into calculating a simple linear regression and linear best fit with code examples in Python and math in detail This tutorial’s code is available on Github and its full implementation as …
Dimensional Analysis in Machine Learning
Author(s): Benjamin Obi Tayo Ph.D. You can’t add apples and oranges. Dimensional analysis is essential in machine learning Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
AI and Automation in a Post-Pandemic World
Author(s): Massimiliano Versace How AI has (deeply) reshaped an industry Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
ELECTRA: Pre-Training Text Encoders as Discriminators rather than Generators
Author(s): Edward Ma Natural Language Processing What is the difference between ELECTRA and BERT? Photo by Edward Ma on Unsplash BERT (Devlin et al., 2018) is the baseline of NLP tasks recently. There are a lot of new models released based on BERT architecture …
Improving Artificial Neural Network with Regularization and Optimization
Author(s): S.R. Shinde Photo by Alina Grubnyak on Unsplash In this article, we will discuss regularization and optimization techniques that are used by programmers to build a more robust and generalized neural network. We will study the most effective regularization techniques like L1, …
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 …
Bernoulli Distribution — Probability Tutorial with Python
Author(s): Pratik Shukla, Roberto Iriondo Source: Unsplash Probability, Statistics Bernoulli distribution tutorial — diving into the discrete probability distribution of a random variable with examples in Python In this series of tutorials, we will dive into probability distributions in detail. We will not just showcase …
Understanding Python: Part 3
Author(s): Suhas V S Programming All you need to know about the very interesting “Data Structures” in python programming. Python Data Structures “Python Collection” also called “Python Data Structure” constitutes the core functionality of how data is stored and being assigned to …
Recent Posts
