Alex Hyams

Cash Counter

Object Detection


Cash Counter Computer Vision Project

Drop an image or


1273 images
Explore Dataset

This projects combines the Dollar Bill Detection project from Alex Hyams (v13 of the project was exported in COCO JSON format for import to this project) and the Final Counter, or Coin Counter, project from Dawson Mcgee (v6 of the project was exported in COCO JSON format for import to this project).

v1 contains the original imported images, without augmentations. This is the version to download and import to your own project if you'd like to add your own augmentations.

This dataset can be used to create computer vision applications in the banking and finance industry for use cases like detecting and counting US currency.

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.


This project has a YOLOv8 model checkpoint available for inference with Roboflow Deploy. YOLOv8 is a new state-of-the-art real-time object detection model.

Cite This Project

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

                            title = { Cash Counter Dataset },
                            type = { Open Source Dataset },
                            author = { Alex Hyams },
                            howpublished = { \url{ } },
                            url = { },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2024 },
                            month = { feb },
                            note = { visited on 2024-02-21 },

Connect Your Model With Program Logic

Find utilities and guides to help you start using the Cash Counter project in your project.


Alex Hyams

Last Updated

11 days ago

Project Type

Object Detection




Dime Nickel Penny Quarter fifty five hundred one ten twenty

Views: 13929

Views in previous 30 days: 599

Downloads: 579

Downloads in previous 30 days: 27


CC BY 4.0