uva wellassa university

Automatic Billing System for Sri Lankan Pastry Shop using deep learning

Object Detection

Roboflow Universe uva wellassa university Automatic Billing System for Sri Lankan Pastry Shop using deep learning

Automatic Billing System for Sri Lankan Pastry Shop using deep learning Computer Vision Project

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Here are a few use cases for this project:

  1. Automated Checkout: This system could be used in a grab-and-go pastry shop scenario, wherein customers can simply take their chosen pastry items and walkout, while the computer vision model automatically identifies and bills their chosen items, eliminating the need for manual checkout process.

  2. Inventory Control: The model could be utilized for real-time inventory tracking and controlling. By recognizing the pastries 'sold and left on the shelf', it can make accurate inventory counts and updates.

  3. Automated Kiosk: The model could be applied in an automated kiosk or vending machine where customers select their desired items and the system identifies and charges the customers accordingly.

  4. Quality Control: If coupled with additional data, the model could be used to ensure the consistent quality of the pastries by checking if they match the original models. If an item deviates significantly, it may be flagged for review.

  5. Online Order Fulfillment: For online orders, the model could check that an order is completed correctly before it is delivered by identifying the pastries in the order, facilitating the correct and efficient dispatch of online orders.

Trained Model API

This project has a trained model available that you can try in your browser and use to get predictions via our Hosted Inference API and other deployment methods.

Cite This Project

If you use this dataset in a research paper, please cite it using the following BibTeX:

@misc{
                            automatic-billing-system-for-sri-lankan-pastry-shop-using-deep-learning_dataset,
                            title = { Automatic Billing System for Sri Lankan Pastry Shop using deep learning Dataset },
                            type = { Open Source Dataset },
                            author = { uva wellassa university },
                            howpublished = { \url{ https://universe.roboflow.com/uva-wellassa-university-559o9/automatic-billing-system-for-sri-lankan-pastry-shop-using-deep-learning } },
                            url = { https://universe.roboflow.com/uva-wellassa-university-559o9/automatic-billing-system-for-sri-lankan-pastry-shop-using-deep-learning },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { jun },
                            note = { visited on 2024-03-01 },
                            }
                        

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Last Updated

8 months ago

Project Type

Object Detection

Subject

Pastryitems-bakeryitems-fooditem

Classes

Cutlet Donut Egg roll Fish Bun Fish bun Kibula Bun Pastry Patis Sandwich Sausage Bun Spanchi Spanci donut

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License

CC BY 4.0