{"product_id":"guidebook-on-machine-learning-techniques-asian-development-bank-9789292772307","title":"Guidebook on Machine Learning Techniques for Road Quality Monitoring","description":"\u003cp\u003eThis publication highlights opportunities to harness geospatial data and machine learning algorithms to monitor rural roads efficiently to support connectivity. \u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eResilient all-weather roads enable crucial access to services and economic opportunities, yet assessing and monitoring road quality can be costly and time-consuming. This publication explains how smartphones, open-source satellite imagery, and artificial intelligence can be used to augment traditional surveys to improve road data in cost-effective and efficient ways. It draws on a study developed in collaboration with the World Data Lab and the governments of the Philippines and Thailand, supported by the Japan Fund for Prosperous and Resilient Asia and the Pacific.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Asian Development Bank\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 9292772309\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9789292772307\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Asian Development Bank\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 03\/25\/2025\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 156\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.11lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 11.00h x 8.50w x 0.42d","brand":"Asian Development Bank","offers":[{"title":"Paperback","offer_id":48520045789439,"sku":"9789292772307","price":39.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_97409ad5-818a-4d0d-b754-3a1bb8291fdc.jpg?v=1778740407","url":"https:\/\/www.whiterainbookhouse.com\/products\/guidebook-on-machine-learning-techniques-asian-development-bank-9789292772307","provider":"WR Book House","version":"1.0","type":"link"}