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, 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 we finished our design report and collected most of our parts for our hardware. We still need a screen and microphone. We need to set up an AWS server since we also got our AWS credits. We are still working on our individual components: training the sentiment analysis 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…
Updates: Received AWS credits, ordered parts (RPi and camera). There are no changes to the design or schedule. The team is working on individual components (writing algorithms, writing app, etc.) There are no significant risks we can think of at this time; however we did discuss the possibility of storing Read more…
This week I worked on the web application for our project. I set up the application using Django, and set up the database using mySQL. The two objects we have right now are emotion and entry; “emotion” will be used to categorize the emotions of the journal entries as well Read more…
Summary: Acquired datasets to train Worked on Design Review Presentation Decided on training algorithm Changes: We decided to use pre-trained convolutional neural networks to increase accuracy and reduce the time required in the training process. We will still be training the neural networks ourselves using the SVM model. Our schedule Read more…