Based on SurveyMonkey’s Developer API Challenge, our group has created a Machine Learning Model which can be utilized by end-users to automate the submission of Survey responses. The machine learning algorithm was imported using the ImageAI Python Library. Using this library, we were able to train the Machine Learning model using Supervised Learning with 500+ images. After several implementations and re-iterations, the model was able to recognize hand gestures from the user. Our live-demonstration displays a Survey for user's experience with Hack the North Hackathon. Based on the user's hand gesture respnse on the embedded webcam, an automated submission is made and recorded.
Python, Pyramid (Web Framework), ImageAI (Python Library for Machine Learning Algorithms), JavaScript, HTML, CSS, JSON, SurveyMonkey's Developer API.
Activate the virtual environment by running source pyenv/bin/activate for mac .\env\Scripts\activate on windows and from the project root. NOTE: To leave a virtual environment, simply run deactivate from within the virtual enviroment.
Run pip install -e .. This installs all the Python packages specified in the setup.py file. You will also have to run pip install setuptools==41.0.0
Run pserve development.ini --reload.