CashLens Object Detection Dataset and Pre-Trained Model by felipe

Images

1724 images

Explore Dataset

Here are a few use cases for this project:

Financial Transactions: The "CashLens" model could be used in financial institutions or retail businesses. The model could provide an automated method of counting cash, reducing human error and improving transaction efficiency. It might allow automatic dispensing machines, such as ATMs, to discern the type of currency inserted.
Educational Tools: It can be used to develop educational applications that help students learn about different types of European currency. This can be especially useful for visually impaired students, using audio feedback in conjunction with the model identification.
Anti-Counterfeit Measures: "CashLens" could be integrated into security systems to identify counterfeit money. By analyzing various characteristics of the currencies, the model can help distinguish between authentic and counterfeit coins and notes.
Personal Finance Applications: The "CashLens" could be used in personal budgeting or finance applications, where users can take photos of their cash on hand and the application automatically calculates the total amount.
Currency Exchange: The model could be used in currency exchange kiosks and offices to quickly identify and calculate the value of submitted currencies, facilitating quicker, more efficient service to customers.

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{
                            cashlens-18xas_dataset,
                            title = { CashLens Dataset },
                            type = { Open Source Dataset },
                            author = { felipe },
                            howpublished = { \url{ https://universe.roboflow.com/felipe-cam6q/cashlens-18xas } },
                            url = { https://universe.roboflow.com/felipe-cam6q/cashlens-18xas },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { aug },
                            note = { visited on 2024-04-30 },
                            }