Underwater Object Segmentation Using MonkAI
Author(s): Omkar Tupe Photo by NOAA on Unsplash Computer Vision Table of contents About the project Monk Toolkit Segmentation Unet Inference based on an already trained model Training Inference(Post Training) Conclusion References 1. About the project This project focuses on segmenting different objects such as animals, plants, …
How to Create Dummy Datasets
Author(s): George Pipis How to Create Dummy Datasets in Python for testing and machine learning problems Continue reading on Towards AI » Published via Towards AI …
Perform Foundational Infrastructure Tasks in Google Cloud: Challenge Lab Tutorial
Author(s): Prateek Sawhney Detailed walkthrough of the steps I took to solve Perform Foundational Infrastructure Tasks in Google Cloud: Challenge Lab Skill Badge on… Continue reading on Towards AI » Published via Towards AI …
Develop a Fake News Classifier using LSTM
Author(s): Amit Chauhan Deep Learning and Natural Language Processing Continue reading on Towards AI » Published via Towards AI …
Solving the Vanishing Gradient Problem with Self-Normalizing Neural Networks using Keras
Author(s): Jonathan Quijas Machine Learning How to Improve Convergence and Performance of Deep Feed-Forward Neural Networks via a Simple Model Configuration Photo by Martin Sanchez on Unsplash Problem Statement Training deep neural networks can be a challenging task, especially for very deep models. …
End-to-End Implementation of Car Price Prediction Machine learning Project with deployment
Author(s): Amit Chauhan Modeling of machine learning algorithm and using heroku for deployment Continue reading on Towards AI » Published via Towards AI …
Build Floating Movie Recommendations using Deep Learning — DIY in <10 Mins
Author(s): Ravi Shankar Recommendations served on your own Webapp.com, Watch on Netflix.com Continue reading on Towards AI » Published via Towards AI …
The First Rule About AI Club: You Don’t Talk About AI
Author(s): Massimiliano Costacurta Artificial Intelligence, Opinion How focusing on decisions can help you productionize you next AI project Internet is the best place in the world to turn your suspicions into nightmares: suspecting your partner is cheating on you? Every Facebook Like will …
70+ Image Classification Datasets from different industry domains — Part 2
Author(s): Abhishek Annamraju A list of single and multi-class Image Classification datasets (With colab notebooks for training and inference) to explore and experiment with different algorithms on! Free to use Image. Credits In the part-1 of this two-part blog series, a list of …
Naive-Bayes Inference for Testing
Author(s): Lawrence Alaso Krukrubo Data Science Proof that Testing Accuracy is Simply Not Enough… Source: Pixabay Intro: Probability is the cornerstone of Artificial Intelligence. The management of uncertainty is key to many applications of AI, such as machine learning, filtering, robotics, computer vision, …
Text Augmentation for detecting spear-phishing emails
Author(s): Edward Ma Natural Language Processing Text Augmentation for Detecting Spear-phishing Emails Text augmentation techniques for phishing email detection Photo by James Wheeler on Unsplash Information security is very important for any organization. Lost money is a minor problem, the serious one is …
Creating a Web App with Streamlit: Getting Started
Author(s): Mahbubul Alam A 10-part bite-sized series on creating web apps Continue reading on Towards AI » Published via Towards AI …
Model Overfitting? Use L2 Regularization!
Author(s): Danyal Jamil Use this to enhance your Deep Learning models! Continue reading on Towards AI » 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 …
Image Classifier — Zalando Clothing Store using Monk Library
Author(s): Vidya Originally published on Towards AI. Computer Vision This tutorial is about image classification on the Zalando Clothing Store dataset using Monk Library. In this dataset, there are high-res, color, and diverse images of clothing and models. Tutorial available on GitHub. …
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