Monday, December 28, 2020

PoseNet Demo Google Experiment

 Google experiment uses PoseNet like pose detection to detection your pose (left image) and then query its dataset for a similar pose (right image). Then it generates a playful animated gif by combining the sequence of images. Some of the right images include random people, celebrities and images from the internet. 

Monday, December 7, 2020

Startup Resources

  • YC Startup School
  • Women Founder Conference, Future Founder Conference
  • Amazon Business program for startups, corporates, small business 
  • Trello
  • Sublime

Create Amazon Business Account Trello Sublime

Founding startup for non technical founders.

Friday, December 4, 2020

Landscape of Google Cloud Products - Google Cloud Basics

 Every Google Cloud product explained in 4 words. This is an awesome cheat sheet for Google Cloud Developers. For example, compute engine : virtual machine, disks, network. 


Machine Learning Workflow


Machine learning workflow is the visualization of common machine learning, deep learning and AI tasks. Note this flow chart is cyclical. Many iterations may be needed to improve the model. For example, the clean data, train and evaluate phase is often repeated many times. 

Please note: these high level workflow illustrations abstracted away detailed tasks like : data preparation, data preprocessing, data modeling. 

There are many variations and flavors of machine learning model workflow. For example, Ask Question —> Gather Data —> Create Features —> Normalize/Scale —> Sample Data —> Training Data —> Create Model —> Evaluate Model  —> Testing Data —> Deploy Model.