In my last blog post, I detailed the implementation of machine learning models in iOS applications using the Core ML and Vision frameworks. As you probably remember from the tutorial, I implemented the Inception v3 model to give the app the ability to classify 1,000 common objects in the world. While it is true that you can easily download the model from a Github repository, have you ever wonder where it came from? In this blog post, I will introduce the “brain” behind the Inception v3 model––an artificial neural network (ANN).
The saying, “It’s not what you know, it’s who you know,” is one of the most accurate cliches. In any field, it helps to know people. And the benefit of networking is rarely given full credit. To those who are aspiring to build a business or start their own community group, networking is your key to success. You may not have full funding or a team of 100 people, but having a coalition of people across fields will help make up that difference. Continue reading
My independent project for this semester aims to create a report which compares several of the usual deep learning architectures using a set of grocery pictures. I started by watching and reading through open course materials and videos, which I found on the website of Stanford University, course CS231n. I also got in touch with a mentor from my hometown and sought his guidance on this topic. He is a graduate student at Fudan University, Shanghai. We arranged meetings every other week via Zoom and he has been helping me to better understand open course materials. Continue reading
Sex education needs serious renovations – dare I say an overhaul. We are failing to teach students how to keep their bodies happy, healthy, and safe. Here are four reasons why sex education is failing students in Pennsylvania and across the nation: Continue reading
Today, I’m going to introduce you to a new form of game different from all the games I’ve mentioned in my previous posts! Today, we are going to play a sequential game!
What is a sequential game? How is it different? Continue reading
A Theory of Change is a visual representation of how an organization expects to enact change. It clearly illustrates the action plan of the organization and provides an accessible way of understanding the mission. A Theory of Change is crucial to many organizations, specifically nonprofits. Continue reading
My interview about Keystone Coalition for Advancing Sex Education was just published in Vice News’ Broadly section today titled “This Teen is Paving the Way for LGBTQ Inclusive Sex Ed in Schools”. The following post is a follow-up on the interview, which you can read here.
One of the questions I was asked for my Q&A was “Westtown is a Quaker school. Were you raised Quaker? If so, how has that influenced your path regarding Keystone CASE (if at all)? If not, how has your Quaker schooling influenced your path in any way (if at all)?” Continue reading
As mentioned before, we will be discussing artificial neural networks in this blog. Being a significant subject in the field of supervised machine learning, neural networks excel at solving classification problems, and, when combined with convolution integrals, are the most popular model for image classification tasks. Continue reading