Meso Numismatics vs Vision Explorer

Meso is a mobile app that helps you instantly indentify the details of any type of paper currency. Simply snap a photo of any banknote and Meso recognizes the catalog reference number, the value of the note, which entity it was issued by, the country of origin and the exact printing company whom printed the note. Directly below the information is a full-color picture of the banknote that is being identified. With 750 countries/regions in the database, Meso hosts the information and pictures of over 61,000 banknotes. Whether you’re an avid numismatic collector, or simply curious about some foreign currency that you have, Meso will continuously deliver the results that you’re looking for! To be able to recognize any banknote in existence, requires a type of artificial intelligence to continuously improve search results. Meso utilizes the industry leading image and video recognition API Clarifai, which is constantly ‘learning’, providing the best matches to the banknotes being scanned. In those rare instances when a banknote might not yet be part of Meso’s database, users have the opportunity to submit their note for future inclusion. Meso’s proprietary software, in conjunction with Clarifai, instantly begins ‘learning’ about the note, preparing it for future recall. Meso Numismatics, the creator of the Meso app, is one of the only Latin-American based, registered dealers with the Paper Money Guaranty (PMG) and the Numismatic Guaranty Corporation (NGC). With offices in Costa Rica and South Florida, Meso Numismatics has an on-the-ground advantage, providing knowledge and services to the region. Meso App Features: Identify Banknotes by Picture: • Simply snap a photo to begin the recognition process • Pictures can also be uploaded that are already on your camera • Whether on-the-go or sitting down doing research, Meso will identify all of your banknotes Banknote Database: • Over 61,000 banknotes are currently in our database • There are 750 countries and regions that we are able to instantly identify • Our database is growing daily! Submit your banknotes fur future inclusion! Website Opportunities: • Find a Banknote you’re interested in purchasing? • www.mesocoins.com and www.mesoauctions.com likely have that note for sale • Interested in selling a banknote? Contact us for consignment opportunities! Banknote Recognition and Artificial Intelligence: • Daily expanding database of over 61,000 banknotes • Clarifai API allows for constant learning and better recognition / recall of banknotes • With continual updates and user-submissions, we remain steadfast in acquiring the images and information from every banknote around the world Discover the Past, Present and Future : • Identify some of the first issued banknotes from around the world • Notes issued as recently as 2018 included in the database • Historic, commemorative, paper, vinyl, or other; chances are it is already in Meso’s database! For the best results, please watch our instructional photo-taking video – available at: https://www.facebook.com/CasaMonedaCR/videos/1531940416923188/ Our goal is to make Meso a better, more improved app every day! Please share your feedback in our reviews or via email at app@mesonotes.com. We thank you and hope you enjoy the Meso app as much as we do!

This app showcases the power of Computer Vision algorithms developed by the Icare research Institute. You have a choice between 4 main decoders: - Barcodes: 1D and 2D symbologies (retail, industrial and transportation) - Swiss payments: Payment slips and QR-bill - License plates: 26 European countries car plates (ANPR) - Identity documents: Passports, ID cards, driving licenses We aim to offer the best-in-class solution to capture visual data with speed and accuracy. We focus on mobile devices, painstakingly developing decoders that perform directly on the video stream, 100% offline and carefully profiled to minimize memory pressure. If you're interested in integrating Computer Vision into your software, you might love our SDK!