{"id":7241,"date":"2025-08-18T04:40:00","date_gmt":"2025-08-17T19:40:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=7241"},"modified":"2025-08-11T15:36:44","modified_gmt":"2025-08-11T06:36:44","slug":"ai-in-agriculture-a-survey-of-deep-learning-techniques-for-crops-fisheries-and-livestock","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=7241","title":{"rendered":"AI in Agriculture: A Survey of Deep Learning Techniques for Crops, Fisheries and Livestock \/ AgroBench: Vision-Language Model Benchmark in Agriculture"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>AI in Agriculture: A Survey of Deep Learning Techniques for Crops, Fisheries and Livestock&nbsp;<\/strong>[78.0]<br>\u4f5c\u7269\u3001\u6f01\u696d\u3001\u5bb6\u755c\u304c\u4e16\u754c\u306e\u98df\u6599\u751f\u7523\u306e\u30d0\u30c3\u30af\u30dc\u30fc\u30f3\u3092\u5f62\u6210\u3057\u3001\u6210\u9577\u3092\u7d9a\u3051\u308b\u4e16\u754c\u306e\u4eba\u53e3\u3092\u990a\u3046\u306e\u306b\u4e0d\u53ef\u6b20\u3067\u3042\u308b\u3002 \u3053\u308c\u3089\u306e\u554f\u984c\u306b\u5bfe\u51e6\u3059\u308b\u306b\u306f\u3001\u52b9\u7387\u7684\u3067\u6b63\u78ba\u3067\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u6280\u8853\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u304c\u5fc5\u8981\u3067\u3042\u308a\u3001\u4eba\u5de5\u77e5\u80fd(AI)\u306e\u91cd\u8981\u6027\u3092\u5f37\u8abf\u3057\u3066\u3044\u308b\u3002 \u672c\u8abf\u67fb\u3067\u306f,\u5f93\u6765\u306e\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30d7\u30ed\u30fc\u30c1,\u9ad8\u5ea6\u306a\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u6280\u8853,\u6700\u65b0\u306e\u30d3\u30b8\u30e7\u30f3\u8a00\u8a9e\u57fa\u790e\u30e2\u30c7\u30eb\u306a\u3069,200\u4ee5\u4e0a\u306e\u7814\u7a76\u6210\u679c\u3092\u4f53\u7cfb\u7684\u304b\u3064\u5fb9\u5e95\u7684\u306b\u30ec\u30d3\u30e5\u30fc\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2507.22101v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2507.22101v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Tue, 29 Jul 2025 17:59:48 GMT)<\/li>\n\n\n\n<li>\u8fb2\u696d\u5206\u91ce\u306b\u304a\u3051\u308bAI\u6d3b\u7528\u306e\u30b5\u30fc\u30d9\u30a4<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>AgroBench: Vision-Language Model Benchmark in Agriculture\u00a0<\/strong>[25.5]<br>AgroBench\u306f\u3001\u8996\u899a\u8a00\u8a9e\u30e2\u30c7\u30eb(VLM)\u30927\u3064\u306e\u8fb2\u696d\u30c8\u30d4\u30c3\u30af\u306b\u308f\u305f\u3063\u3066\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u3042\u308b\u3002 \u79c1\u305f\u3061\u306eAgroBench\u306f\u3001203\u306e\u4f5c\u7269\u30ab\u30c6\u30b4\u30ea\u3068682\u306e\u75c5\u6c17\u30ab\u30c6\u30b4\u30ea\u3092\u542b\u3080\u6700\u5148\u7aef\u306e\u30ab\u30c6\u30b4\u30ea\u3092\u30ab\u30d0\u30fc\u3057\u3001VLM\u80fd\u529b\u3092\u5fb9\u5e95\u7684\u306b\u8a55\u4fa1\u3057\u3066\u3044\u307e\u3059\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2507.20519v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2507.20519v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 28 Jul 2025 04:58:29 GMT)<\/li>\n\n\n\n<li>\u3053\u3061\u3089\u306f\u8fb2\u696d\u5206\u91ce\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/dahlian00.github.io\/AgroBenchPage\/\">AgroBehch<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[387,517,661],"class_list":["post-7241","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-survey","tag-517","tag-661"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7241","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=7241"}],"version-history":[{"count":3,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7241\/revisions"}],"predecessor-version":[{"id":7251,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7241\/revisions\/7251"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7241"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7241"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7241"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}