OTHER AI EXPERIMENTS AND RESOURCES
- Deep Dream Generator- Generate images in the style of famous paintings
https://deepdreamgenerator.com/
Google Auto ML
https://cloud.google.com/automl/
Cloud AutoML is a suite of machine learning products that enables developers with limited machine learning expertise to train high-quality models specific to their business needs. It relies on Google’s state-of-the-art transfer learning and neural architecture search technology.
https://cloud.google.com/automl/
Cloud AutoML is a suite of machine learning products that enables developers with limited machine learning expertise to train high-quality models specific to their business needs. It relies on Google’s state-of-the-art transfer learning and neural architecture search technology.
- The Moral Machine
http://moralmachine.mit.edu/
A platform for gathering a human perspective on moral decisions made by machine intelligence, such as self-driving cars.
Tensorflow Playground
https://playground.tensorflow.org/
Tutorial: https://cloud.google.com/blog/products/gcp/understanding-neural-networks-with-tensorflow-playground
Experiment with varying the numbers of neurons in each layer and hyperperameters( learning rate, activation type, etc) to achieve the optimal model for classrification.
https://playground.tensorflow.org/
Tutorial: https://cloud.google.com/blog/products/gcp/understanding-neural-networks-with-tensorflow-playground
Experiment with varying the numbers of neurons in each layer and hyperperameters( learning rate, activation type, etc) to achieve the optimal model for classrification.
AI and Law Enforcement
Equivant Software for Justice
https://www.equivant.com/
The Northpointe Suite is an automated decision support software package of industry leading risk, needs assessment and case management tools. The instruments address the complex set of risk, need and case management considerations that improve decision accuracy in custody, supervision and programming based on underlying criminogenic needs.
https://www.equivant.com/
The Northpointe Suite is an automated decision support software package of industry leading risk, needs assessment and case management tools. The instruments address the complex set of risk, need and case management considerations that improve decision accuracy in custody, supervision and programming based on underlying criminogenic needs.
National Data Analytics Solution (NDAS)-Predictive Policing
https://www.theguardian.com/uk-news/2019/apr/20/predictive-policing-tool-could-entrench-bias-ethics-committee-warns
The long-term aim of the project is to analyse data from force databases, social services, the NHS and schools to calculate where officers can be most effectively used. An initial trial combined data on crimes, custody, gangs and criminal records to identify 200 offenders “who were getting others into a life on the wrong side of the law”.
https://www.theguardian.com/uk-news/2019/apr/20/predictive-policing-tool-could-entrench-bias-ethics-committee-warns
The long-term aim of the project is to analyse data from force databases, social services, the NHS and schools to calculate where officers can be most effectively used. An initial trial combined data on crimes, custody, gangs and criminal records to identify 200 offenders “who were getting others into a life on the wrong side of the law”.
Shotspotter Gunshot Detection System
https://www.shotspotter.com/
Video: https://youtu.be/JJSNQoIvvkY
Acoustic sensors are strategically placed in a coverage area. When a gun is fired, the sensors detect shots fired. Audio triangulation pinpoints gunfire location and machine-learning algorithms analyze the sound. Likely gunshots are transmitted to the Incident Review Center
https://www.shotspotter.com/
Video: https://youtu.be/JJSNQoIvvkY
Acoustic sensors are strategically placed in a coverage area. When a gun is fired, the sensors detect shots fired. Audio triangulation pinpoints gunfire location and machine-learning algorithms analyze the sound. Likely gunshots are transmitted to the Incident Review Center
Other Resources
AI For All Curriculum Project(Google)
http://ai-4-all.org/open/
This online curriculum, being developed with the support of a $1M grant from Google, will provide a free, culturally responsive, and globally available introduction to AI that is suitable both for people interested in developing AI literacy as well as those interested in pursuing a technical career. The curriculum approaches AI from a social impact and ethical lens and includes accessible and relevant technical tutorials, in-person classroom activities, and project opportunities for learners.
Artificial Intelligence in the School Environment( ISTE/GM)
Online Course in AI for Grades 6-12 Educators
In Artificial Intelligence Explorations and Their Practical Use in Schools, you’ll learn to identify the various types of AI, hear about AI technologies on the horizon and build some of your own tools to make AI concrete and accessible for you and your students.
http://ai-4-all.org/open/
This online curriculum, being developed with the support of a $1M grant from Google, will provide a free, culturally responsive, and globally available introduction to AI that is suitable both for people interested in developing AI literacy as well as those interested in pursuing a technical career. The curriculum approaches AI from a social impact and ethical lens and includes accessible and relevant technical tutorials, in-person classroom activities, and project opportunities for learners.
Artificial Intelligence in the School Environment( ISTE/GM)
Online Course in AI for Grades 6-12 Educators
In Artificial Intelligence Explorations and Their Practical Use in Schools, you’ll learn to identify the various types of AI, hear about AI technologies on the horizon and build some of your own tools to make AI concrete and accessible for you and your students.