{"id":13438,"date":"2022-08-30T14:42:22","date_gmt":"2022-08-30T14:42:22","guid":{"rendered":"https:\/\/scienceandnerds.com\/2022\/08\/30\/french-government-uses-ai-to-spot-undeclared-swimming-pools-and-tax-them\/"},"modified":"2022-08-30T14:42:23","modified_gmt":"2022-08-30T14:42:23","slug":"french-government-uses-ai-to-spot-undeclared-swimming-pools-and-tax-them","status":"publish","type":"post","link":"https:\/\/scienceandnerds.com\/2022\/08\/30\/french-government-uses-ai-to-spot-undeclared-swimming-pools-and-tax-them\/","title":{"rendered":"French government uses AI to spot undeclared swimming pools \u2014 and tax them"},"content":{"rendered":"

Source: https:\/\/www.theverge.com\/2022\/8\/30\/23328442\/france-ai-swimming-pool-tax-aerial-photos<\/a>
\n
<\/br><\/code><\/p>\n

\n

The French government has collected nearly \u20ac10 million<\/a> in additional taxes after using machine learning to spot undeclared swimming pools in aerial photos. In France, housing taxes are calculated based on a property\u2019s rental value, so homeowners who don\u2019t declare swimming pools are potentially avoiding hundreds of euros in additional payments. <\/p>\n

The project to spot the undeclared pools began last October<\/a>, with IT firm Capgemini working with Google to analyze publicly available aerial photos taken by France\u2019s National Institute of Geographic and Forest Information. Software was developed to identify pools, with this information then cross-referenced with national tax and property registries. <\/p>\n

The project is somewhat limited in scope, and has so far analyzed photos covering only nine of France\u2019s 96 metropolitan departments. But even in these areas, officials discovered 20,356 undeclared pools, according to an announcement this week from France\u2019s tax office, the General Directorate of Public Finance (DGFiP), first reported by Le Parisien<\/em><\/a>.<\/p>\n

\n