Transactions back-end for business
Complete system overview. See video too.
Keeping track of products and customers is one of the most common business problems. A concrete case is restaurant checkout, where a cashier selects the product that a customer wants to buy and the customer pays with card or cash. Often, this process of product selection and customer payment takes a long time, making queues arise.
What it does
AnyAI allows the business to record the current products being offered (e.g., on a daily basis) with a few image examples per product. Together with a userbase with profile pictures, AnyAI can visually detect the current product that a customer is buying and identify the customer at the same time. This way, the customer is charged automatically for the right product and checking out only takes 2 seconds, instead of the usual 10 or 20.
How we built it
- Flask backend.
- Fine-tuned deep learning model in TensorFlow.
- React front-end capturing images from 2 cameras
Challenges we ran into
- Accessing two cameras from within the browser.
- Fine-tuning custom model.
Accomplishments that we're proud of
- Easy to setup system: 5 minutes
What's next for AnyAI
Deployment in University Restaurants