NumisVault AI Image Search (Delphi)

Introducing NumisVault "Delphi" (working name) AI assisted Coin Type Searching.

Search NumisVault's database using AI Image Searching for "What type is this" to speed up Creating Coins and Identifying Coins.

Most reference examples from ans and major museums who licenses supported this effort.
includes NumisVault coins that are Featured on website. (for privacy respect, un-featuring them instantly removes from possible results)

Use it to look up a coin's type, or to speed up cataloging with "Create Coin with these details."

Try it out Tools -> AI Identification OR Create -> Create Coin from AI Identification

The biggest problem this search has is NOT how good it is. Its how much data is available. If a type is not showing up in the top 50, it is not because its in the next 50. Its because its not in the system. Also dont throw crusty LRBs at it and expect it to figure that out. It can handle worn coins, but not really crusty ones! This is not suppose to replace the identification process, but agument it. Perhaps speed things up with some more common types.

50 requests per day for free users, 200 for premium, unlimited for pro. Only doing that to prevent whatnot dealers from using it to speed ID their denari in bulk without first helping me pay for the compute! Thrashing will be an issue if this gets popular! I may have to reign it in at that time

If you have any questions comment here or email me at [email protected]