What are the most significant risks that could jeopardize the success of the project? How are these risks being managed? What contingency plans are ready?
The most significant risk that could jeopardize the success of the project is the classification accuracy, same as last week. We are managing this risk by retraining our models, which have achieved higher accuracy than we were getting before. We are also managing this risk by working with a “default” model on the Jetson which has a low accuracy. By using this, we can continue to develop our code on the Jetson and integrate all parts of our system without being slowed down. Later, we will be able to switch out the default model with our actual models.
Were any changes made to the existing design of the system (requirements, block diagram, system spec, etc? Why was this change necessary, what costs does the change incur, and how will these costs be mitigated going forward?
If we have time at the end of our project, we will add functionality to our system that allows the user to change incorrect labels. This will be an additional page which will show all scanned and classified items which have not yet been verified. If the user wants to, they can go through this page and update any incorrect classifications and confirm correct classifications. After pieces are confirmed, they will be removed from the page. Also, even if users do not confirm or change the classification labels of pieces, they will still be in our database of the user’s closet so this feature is optional to use.
We also added a push button to the design, to limit the amount of pictures that will be taken and ensure that the user has the clothing ready and prepared when the picture is taken. The costs are minimal (15$) and will not dramatically change the architecture.
Provide an updated schedule if changes have occurred.
Our schedule has not changed.
This is also the place to put some photos of your progress or to brag about a component you got working.
Photos of our progress are located in our individual status reports.
