With the transition to online classes, I will no longer be building and designing the physical product for our project. Additionally, I will no longer need to manage porting code to the Raspberry PI or worry about its limited capabilities. The core of my workload going forward will consist of Read more…
This week was focused on gathering data, picking algorithms, and preprocessing/getting features of data Next week will be finishing gathering important features from data and starting to train. SOW and Gantt Chart: The original web application was going to communicate with the RPi and receive textual journal entries of Read more…
This week we mainly planned on how to reform our project in order to work on it remotely. I was formerly responsible for designing and building the physical product. We have decided that is not viable to pursue this goal. Additionally, we are no longer using a Raspberry PI to Read more…
This week, the team -Refocused our project to transition into working remotely -Set up team zoom meetings -Changed final product from physical device to server-hosted application -Added new part to our project to make up for loss of physical product To do: -Work on individual components -Start planning how to Read more…
This week was mainly focused on planning how to move forward with our project, what to keep and what to change. More details about this can be found below in my statement of work, but the main part is that I will have a new task in the project, speech Read more…
This week I worked on the UI of the web application. Updated look here: I also added the six emotion categories (sad, happy, angry, neutral, surprise, disgust) properly into the database; emotion categories can now be linked to entries. More things I need to do is to make the numbers Read more…
This week I worked on the design presentation and the web app; working on the presentation helped me plan out the web app more concretely; for example the models and url paths, included in the presentation and also added here: My goal for this coming week is to finish implementing Read more…
This week we focused on finalizing our design review slides and document. It allowed us to finalize important details in our architecture. We plan to have the basic framework for our networks by the time we come back from Spring Break in order to start training. Then we can start Read more…
This week I focused on finishing the design review presentation and report. I worked on the text emotion recognition portion of the design review and helped design our slide deck. I also incorporated the feedback from the presentations and solidified my architecture for the text sentiment analysis. No matter which model Read more…
I started to work on the text-based emotional analysis. For the first iteration, I’m using Term Frequency-Inverse Document Frequency. This parameter gives the relative importance of a term in the data and is a measure of how frequently and rarely it appears in the text. It’s how we turn words into numbers. Read more…