Diverse Generation from a Single Video Made Possible — No dataset or deep learning required!
Author(s): Louis Bouchard Originally published on Towards AI. This model can do any video manipulation or video generation application you have in mind! This member-only story is on us. Upgrade to access all of Medium. Originally published on louisbouchard.ai, read it 2 …
U-Net Image Segmentation with Convolutional Networks
Author(s): Buse Yaren Tekin Originally published on Towards AI. Step 1: Obtaining the dataset This member-only story is on us. Upgrade to access all of Medium. In our age, semantic segmentation on image data is frequently used for computer vision. U-Net is …
This Week in AI #001 — September 2021
Author(s): Maxime Godfroid Originally published on Towards AI. AI to fight Climate Change, Walmart’s autonomous food delivery service, machines that unlearn, the chilling AI-assisted sniper kill, AI’s role in Alzheimer research, Roomba’s new skills in avoiding dog poop, and more! This member-only …
MLOps — Ruling Fundamentals and few Practical Use Cases
Author(s): Supriya Ghosh Originally published on Towards AI. Machine Learning MLOps Workflow Image by Author Before I jump on to the Practical Use Cases of MLOps directly, let me pen down some foundations of MLOps. Why MLOps emerged? Engineers and Researchers across …
Always Create Three Resumes for Data Science Jobs
Author(s): Abid Ali Awan Originally published on Towards AI. Careers If you want to get noticed fast by an employer always create three different resumes for different regions of expertise. Image by freepik.com Introduction The data science world is not easy to …
Object Detection at the Edge With TF Lite Model-maker
Author(s): Konstantinos Poulinakis Originally published on Towards AI. Join Medium with my referral link – Konstantinos Poulinakis This member-only story is on us. Upgrade to access all of Medium. A comprehensive tutorial on object detection at the edge with Tensorflow Lite (TF …
Make Your Dashboard Stand Out — Sunshine Chart
Author(s): Memphis Meng Originally published on Towards AI. Impress your audience and bosses! Image by Tableau.com This member-only story is on us. Upgrade to access all of Medium. To me, Tableau is the only kind of tool that allows me to do …
Microsoft’s New Ideas About Generative Models
Author(s): Jesus Rodriguez Originally published on Towards AI. Optimus, FQ-GAN, and Prevalent bring new ideas to apply generative models at a large scale. This member-only story is on us. Upgrade to access all of Medium. Source: https://learnopencv.com/generative-and-discriminative-models/ I recently started an AI-focused …
Chi-Square Test Examples with R
Author(s): Amit Chauhan Originally published on Towards AI. Analysis of variables association and distribution This member-only story is on us. Upgrade to access all of Medium. Image Source Introduction When we talk of chi-square tests, basically we study two types: Chi-square for …
Nexus
Author(s): Michelangiolo Mazzeschi Originally published on Towards AI. Computer Vision Creating an object detection model the streamlined way An in-depth guide on how to create a chess object detection model. Training data is available at my repo. No-code interfaces are revolutionizing the …
The Outlier Story — Leverage and Influential Point in Linear Regression
Author(s): Supriya Ghosh Originally published on Towards AI. Data Science Image by Will Myers on unsplash For understanding any Outliers and Unusual Observations in linear regression, it is important to understand a formal and basic definition of Linear regression. “Linear regression is …
Introduction to MLOps for Data Science
Author(s): Amit Chauhan Originally published on Towards AI. A part of continuous integration, continuous development, and continuous testing This member-only story is on us. Upgrade to access all of Medium. Image Source What is MLOps? If we break down the word itself, …
Feature Selection and Removing in Machine Learning
Author(s): Amit Chauhan Originally published on Towards AI. Improving model and its accuracy for high dimension data This member-only story is on us. Upgrade to access all of Medium. Photo by Franki Chamaki on Unsplash As we know the importance of features …
Adding a pandemic index to the Sales forecast
Author(s): Okoh Anita Originally published on Towards AI. How I adjusted sales demand forecast by developing an index using casual inference This member-only story is on us. Upgrade to access all of Medium. Image from Unsplash 2020 was a shock wave for …
2: Monitoring ML-OPS Guide Series
Author(s): Rashmi Margani Originally published on Towards AI. Machine Learning Concept Drift, Data Drift & Monitoring Fig: https://martinfowler.com/ ML System life cycle The most exciting moment of any machine learning system is when you get to deploy your model, but deploying becomes …
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