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CashLens Computer Vision Project

felipe

Updated a year ago

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Object Detection Model snap
Classes (16)
-10
-100
-20
-200
-5
-50
-500
EUR-1-cent
EUR-1-euro
EUR-10-cent
EUR-2-cent
EUR-2-euro
EUR-20-cent
EUR-5-cent
EUR-50-cent
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Description

Here are a few use cases for this project:

  1. 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.

  2. 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.

  3. 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.

  4. 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.

  5. 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.

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Cite This Project

LICENSE
CC BY 4.0

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 2024-12-23 },
                            }

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