I am looking for a database of receipt images (like of receipts you get from the supermarket). I didn't found any open database, do any of you know something useful?
I would need a few thousand images at best, but less is still good.
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Do you have access to a large company, which has a fair amount of business travel going on? If yes, check how they handle receipts. There is a large probability that receipts are scanned and stored for tax reasons. – Grimaldi Apr 26 '17 at 05:55
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Unfortunately I'm not working in a big company, but thanks for the suggestion. I think it would actually take that long to collect them if many people are involved... – Francesco Pasa Apr 27 '17 at 07:03
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Relevant? Expensify sent images with personal data to Mechanical Turkers, calls it a feature – philshem Dec 28 '17 at 20:31
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@FrancescoPasa did you get any public dataset? – sobingt Mar 10 '18 at 06:41
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@sobingt Unfortunately not. – Francesco Pasa Mar 10 '18 at 17:45
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You could try 'Neat Receipts'. It will do what you seem to be looking for. I have used it for a couple of years now because it is the only thing that I have found that will store scanned receipts and let me tag it with dates, amounts, taxes, vendor name and expense classification, without costing me a fortune. That being said, their support is painful and their software hangs often .. so it can be a bit of a frustrating experience.
Northstar
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Thanks for the suggestion! However, it looks like a software to read and classify receipts, am I wrong? I am looking for a dataset of tagged receipts (at least the amount). If i do not find one, I will have to do it myself :-P – Francesco Pasa Nov 28 '17 at 20:38
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Check out the ICDAR 2019 Robust Reading Challenge on Scanned Receipts OCR and Information Extraction: https://rrc.cvc.uab.es/?ch=13
You have to make a free account and then you can access the dataset, approximately 1000 images of scanned receipts.
Stromael
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