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.  

This is not the only way to visualize the workflow. Many variations of this chart exist and can capture nuances of different ML systems. For example, the Google ML workflow looks like this


Understand the most important data structure of deep learning and machine learning.  Click here.