Erica GabrielinAnalytics VidhyaHow to Treat Overfitting in Convolutional Neural NetworksOverfitting indicates your model is too complex for the problem that it’s solving. You can identify this by plotting the metrics…4 min read·Sep 7, 2020----
Erica GabrielX-Ray Colorization and Neural NetworksWhy aren’t X-rays in color? The question that’s been on my mind for weeks while working to classify patients as having pneumonia or normal…3 min read·Sep 3, 2020--1--1
Erica GabrielComputer Vision and Pneumonia Detection Part 2: AnalysisIn my previous post I built a model classifier to train a machine decipher between the chest x-rays of pediatric patients with “normal”…3 min read·Aug 11, 2020----
Erica GabrielinAnalytics VidhyaComputer Vision and Pneumonia Detection Part 1: TechnicalRecently, I tasked myself with analyzing chest x-ray images to determine whether or not a patient has pneumonia. The x-rays were provided…4 min read·Aug 10, 2020----
Erica GabrielAn Analysis of “Reasonable Suspicion”Terry vs. Ohio (1967) the Supreme Court held that the search undertaken by the officer involved was reasonable because he “acted on more…4 min read·Jul 12, 2020----
Erica Gabriel9 Ways Companies Can Be Actionable in the Black Lives Matter MovementBy now we’ve all seen the “We at *insert company here* are committed to Diversity & Inclusion…we stand in solidarity with the victims of…4 min read·Jun 10, 2020--1--1
Erica GabrielinWhen Life Gives You Cauliflower, Make Cauliflower WingsWhen Life Gives You Cauliflower, Make Cauliflower WingsI’ve always known what I wanted. At 13 I decided that I wanted to pursue Mechanical Engineering, and at 16, I decided that I had to work…6 min read·May 8, 2020----