Code Access
A private github repository link will be sent to the client. A link to the notebook file where all necessary dependencies and all the code to produce a result with the model will be provided to the client as well. Instructions to run the code locally will also be provided below. The notebook file is the main requirement with the model and instructions on how to use this are included in our video. The notebook files will allow for future development and integration with other platforms such as mobile apps since the code will be easily integrated.
Future Plans
Our main future plan is that we need to find a way to optimize our model in a way where it allows our models run to for more iterations within the least amount of time as possible as right now our model is so large that it would take about 30 iterations over the course of 6 days. But ideally we would want to train our models for 300 iterations in less time. We also would do model training with checkpointing, which allows for increased training despite capped training times. This way our model will be even more accurate.