{"id":6557,"date":"2026-03-07T02:03:30","date_gmt":"2026-03-06T17:03:30","guid":{"rendered":"https:\/\/lanqiu.aboutphlaw.com\/?p=6557"},"modified":"2026-03-07T02:03:31","modified_gmt":"2026-03-06T17:03:31","slug":"3x3-depthwise-convolution-efficient-image-processing-deep-learning","status":"publish","type":"post","link":"https:\/\/lanqiu.aboutphlaw.com\/3x3\/3x3-depthwise-convolution-efficient-image-processing-deep-learning","title":{"rendered":"3×3 depthwise convolution\u306e\u65b0\u305f\u306a\u5fdc\u7528\u6df1\u5c64\u5b66\u7fd2\u306b\u304a\u3051\u308b\u52b9\u7387\u7684\u306a\u753b\u50cf\u51e6\u7406\u6280\u8853\u306e\u9032\u5c55"},"content":{"rendered":"

1. 3×3\u6df1\u5c64\u7573\u307f\u8fbc\u307f\u306e\u57fa\u672c\u6982\u5ff5<\/h4>\n

3×3\u6df1\u5c64\u7573\u307f\u8fbc\u307f\uff083×3 depthwise convolution\uff09\u306f\u3001\u7573\u307f\u8fbc\u307f\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff08CNN\uff09\u306e\u4e2d\u3067\u3082\u7279\u306b\u52b9\u7387\u7684\u306a\u624b\u6cd5\u3068\u3057\u3066\u6ce8\u76ee\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u6280\u8853\u306f\u3001\u5165\u529b\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u30663×3\u306e\u30d5\u30a3\u30eb\u30bf\u30fc\u3092\u9069\u7528\u3057\u3066\u3001\u7279\u5fb4\u30de\u30c3\u30d7\u3092\u751f\u6210\u3059\u308b\u3053\u3068\u306b\u7279\u5316\u3057\u3066\u3044\u307e\u3059\u3002\u4e00\u822c\u7684\u306a\u7573\u307f\u8fbc\u307f\u51e6\u7406\u3068\u7570\u306a\u308a\u3001\u5404\u30c1\u30e3\u30cd\u30eb\u306b\u5bfe\u3057\u3066\u500b\u5225\u306b\u30d5\u30a3\u30eb\u30bf\u30fc\u304c\u9069\u7528\u3055\u308c\u308b\u305f\u3081\u3001\u8a08\u7b97\u30ea\u30bd\u30fc\u30b9\u306e\u7bc0\u7d04\u304c\u53ef\u80fd\u3067\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u7279\u306b\u30ea\u30bd\u30fc\u30b9\u306e\u9650\u3089\u308c\u305f\u30c7\u30d0\u30a4\u30b9\u4e0a\u3067\u306e\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u51e6\u7406\u3084\u3001\u5927\u898f\u6a21\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u306b\u304a\u3044\u3066\u3001\u305d\u306e\u52b9\u7387\u6027\u304c\u767a\u63ee\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n

2. \u6df1\u5c64\u5b66\u7fd2\u306b\u304a\u3051\u308b\u5fdc\u7528<\/h4>\n

\u6df1\u5c64\u5b66\u7fd2\u306b\u304a\u3044\u3066\u30013×3 depthwise convolution\u306f\u3001\u7279\u306b\u30e2\u30d0\u30a4\u30eb\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3084\u30a8\u30c3\u30b8\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3067\u306e\u5229\u7528\u304c\u5897\u52a0\u3057\u3066\u3044\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u753b\u50cf\u8a8d\u8b58\u3084\u7269\u4f53\u691c\u51fa\u306e\u30bf\u30b9\u30af\u306b\u304a\u3044\u3066\u3001\u9ad8\u3044\u7cbe\u5ea6\u3092\u7dad\u6301\u3057\u3064\u3064\u3001\u8a08\u7b97\u8ca0\u8377\u3092\u5927\u5e45\u306b\u4f4e\u6e1b\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30c7\u30d0\u30a4\u30b9\u5074\u3067\u306e\u51e6\u7406\u80fd\u529b\u304c\u5411\u4e0a\u3057\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u8ca0\u62c5\u304c\u8efd\u6e1b\u3055\u308c\u307e\u3059\u3002\u307e\u305f\u3001\u3053\u306e\u6280\u8853\u306f\u3001\u30e2\u30c7\u30eb\u306e\u8efd\u91cf\u5316\u306b\u5bc4\u4e0e\u3057\u3001\u30c7\u30d7\u30ed\u30a4\u30e1\u30f3\u30c8\u306e\u969b\u306e\u5fdc\u7b54\u901f\u5ea6\u306e\u5411\u4e0a\u306b\u3082\u3064\u306a\u304c\u308a\u307e\u3059\u3002<\/p>\n

3. \u753b\u50cf\u51e6\u7406\u6280\u8853\u3068\u306e\u9023\u643a<\/h4>\n

3×3 depthwise convolution\u306f\u3001\u4ed6\u306e\u753b\u50cf\u51e6\u7406\u6280\u8853\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u305d\u306e\u52b9\u679c\u3092\u3055\u3089\u306b\u9ad8\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u6df1\u5c64\u5b66\u7fd2\u306b\u304a\u3051\u308b\u4ed6\u306e\u7573\u307f\u8fbc\u307f\u624b\u6cd5\u3084\u3001\u7279\u5fb4\u62bd\u51fa\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u7cbe\u5ea6\u306e\u5411\u4e0a\u3084\u901f\u5ea6\u306e\u5411\u4e0a\u3092\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001\u753b\u50cf\u5f37\u8abf\u6280\u8853\u3084\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u6280\u8853\u3068\u3082\u9023\u643a\u3057\u3001\u591a\u69d8\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u304a\u3044\u3066\u5229\u7528\u3055\u308c\u3066\u304a\u308a\u3001\u7279\u306b\u533b\u7642\u753b\u50cf\u51e6\u7406\u3084\u81ea\u52d5\u904b\u8ee2\u8eca\u4e21\u306e\u8996\u899a\u30b7\u30b9\u30c6\u30e0\u306a\u3069\u3067\u305d\u306e\u52b9\u679c\u3092\u767a\u63ee\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

4. \u7814\u7a76\u306e\u6700\u65b0\u52d5\u5411<\/h4>\n

\u6700\u8fd1\u306e\u7814\u7a76\u3067\u306f\u30013×3\u6df1\u5c64\u7573\u307f\u8fbc\u307f\u304c\u3088\u308a\u52b9\u679c\u7684\u306b\u6a5f\u80fd\u3059\u308b\u305f\u3081\u306e\u65b0\u3057\u3044\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3084\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u958b\u767a\u304c\u9032\u3081\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u3088\u308a\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u5bfe\u3057\u3066\u3082\u9069\u5fdc\u53ef\u80fd\u306a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u304c\u69cb\u7bc9\u3055\u308c\u3064\u3064\u3042\u308a\u307e\u3059\u3002\u7279\u306b\u3001\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30fc\u3084\u4ed6\u306e\u65b0\u3057\u3044\u30e2\u30c7\u30eb\u3068\u7d44\u307f\u5408\u308f\u305b\u305f\u5fdc\u7528\u3082\u591a\u304f\u898b\u3089\u308c\u3001\u3088\u308a\u9ad8\u6b21\u5143\u306e\u30c7\u30fc\u30bf\u51e6\u7406\u304c\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u3002\u4eca\u5f8c\u3001\u3053\u308c\u3089\u306e\u6280\u8853\u304c\u6574\u5099\u3055\u308c\u308b\u3053\u3068\u3067\u3001\u3055\u307e\u3056\u307e\u306a\u5206\u91ce\u3067\u306e\u5b9f\u7528\u5316\u304c\u52a0\u901f\u3059\u308b\u3053\u3068\u304c\u671f\u5f85\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n

5. \u672a\u6765\u306e\u5c55\u671b<\/h4>\n

3×3 depthwise convolution\u306f\u3001\u4eca\u5f8c\u306e\u6df1\u5c64\u5b66\u7fd2\u3084\u753b\u50cf\u51e6\u7406\u6280\u8853\u306b\u304a\u3044\u3066\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3059\u3068\u8003\u3048\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u7279\u306b\u3001AI\u306e\u9032\u5316\u3068\u3068\u3082\u306b\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u6027\u3084\u52b9\u7387\u3092\u6c42\u3081\u308b\u30cb\u30fc\u30ba\u304c\u9ad8\u307e\u308b\u4e2d\u3067\u3001\u3053\u306e\u6280\u8853\u306e\u767a\u5c55\u306f\u907f\u3051\u3066\u901a\u308c\u306a\u3044\u8ab2\u984c\u3067\u3059\u3002\u307e\u305f\u3001\u65b0\u305f\u306a\u30c7\u30d0\u30a4\u30b9\u3084\u74b0\u5883\u306b\u304a\u3044\u3066\u3082\u3001\u305d\u306e\u52b9\u7387\u6027\u304c\u8a55\u4fa1\u3055\u308c\u3066\u304a\u308a\u3001\u30a8\u30c3\u30b8AI\u3084IoT\u30c7\u30d0\u30a4\u30b9\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u5834\u9762\u3067\u306e\u5fdc\u7528\u304c\u671f\u5f85\u3055\u308c\u3066\u3044\u307e\u3059\u30023×3\u6df1\u5c64\u7573\u307f\u8fbc\u307f\u3092\u53d6\u308a\u5165\u308c\u308b\u3053\u3068\u3067\u3001\u512a\u308c\u305f\u6027\u80fd\u3092\u6301\u3064\u30e2\u30c7\u30eb\u304c\u8a95\u751f\u3057\u7d9a\u3051\u308b\u3053\u3068\u3067\u3057\u3087\u3046\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

\u30bf\u30a4\u30c8\u30eb3×3 depthwise convolution\u306e\u65b0\u305f\u306a\u5fdc\u7528\u6df1\u5c64\u5b66\u7fd2\u306b\u304a\u3051\u308b\u52b9\u7387\u7684\u306a\u753b\u50cf\u51e6\u7406\u6280\u8853\u306e\u9032\u5c55<\/p>\n","protected":false},"author":1,"featured_media":1159,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6],"tags":[7802,7801,6931],"class_list":["post-6557","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-3x3","tag-3x3","tag-7801","tag-6931"],"yoast_head":"\n3x3 depthwise convolution\u306e\u65b0\u305f\u306a\u5fdc\u7528\u6df1\u5c64\u5b66\u7fd2\u306b\u304a\u3051\u308b\u52b9\u7387\u7684\u306a\u753b\u50cf\u51e6\u7406\u6280\u8853\u306e\u9032\u5c55 - \u6700\u65b0\u30b9\u30dd\u30fc\u30c4\u30cb\u30e5\u30fc\u30b9 -\u30d0\u30b9\u30b1\u30c3\u30c8\u30dc\u30fc\u30eb\u306e\u30cb\u30e5\u30fc\u30b9- \u30b9\u30dd\u30fc\u30c4\u30a4\u30d9\u30f3\u30c8\u30cb\u30e5\u30fc\u30b9\u30b5\u30a4\u30c8-CSPORTS.JP<\/title>\n<meta name=\"description\" content=\"\u30bf\u30a4\u30c8\u30eb3x3 depthwise convolution\u306e\u65b0\u305f\u306a\u5fdc\u7528\u6df1\u5c64\u5b66\u7fd2\u306b\u304a\u3051\u308b\u52b9\u7387\u7684\u306a\u753b\u50cf\u51e6\u7406\u6280\u8853\u306e\u9032\u5c55\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/lanqiu.aboutphlaw.com\/3x3\/3x3-depthwise-convolution-efficient-image-processing-deep-learning\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"3x3 depthwise convolution\u306e\u65b0\u305f\u306a\u5fdc\u7528\u6df1\u5c64\u5b66\u7fd2\u306b\u304a\u3051\u308b\u52b9\u7387\u7684\u306a\u753b\u50cf\u51e6\u7406\u6280\u8853\u306e\u9032\u5c55 - \u6700\u65b0\u30b9\u30dd\u30fc\u30c4\u30cb\u30e5\u30fc\u30b9 -\u30d0\u30b9\u30b1\u30c3\u30c8\u30dc\u30fc\u30eb\u306e\u30cb\u30e5\u30fc\u30b9- \u30b9\u30dd\u30fc\u30c4\u30a4\u30d9\u30f3\u30c8\u30cb\u30e5\u30fc\u30b9\u30b5\u30a4\u30c8-CSPORTS.JP\" \/>\n<meta property=\"og:description\" content=\"\u30bf\u30a4\u30c8\u30eb3x3 depthwise convolution\u306e\u65b0\u305f\u306a\u5fdc\u7528\u6df1\u5c64\u5b66\u7fd2\u306b\u304a\u3051\u308b\u52b9\u7387\u7684\u306a\u753b\u50cf\u51e6\u7406\u6280\u8853\u306e\u9032\u5c55\" \/>\n<meta property=\"og:url\" content=\"https:\/\/lanqiu.aboutphlaw.com\/3x3\/3x3-depthwise-convolution-efficient-image-processing-deep-learning\" \/>\n<meta property=\"og:site_name\" content=\"\u6700\u65b0\u30b9\u30dd\u30fc\u30c4\u30cb\u30e5\u30fc\u30b9 -\u30d0\u30b9\u30b1\u30c3\u30c8\u30dc\u30fc\u30eb\u306e\u30cb\u30e5\u30fc\u30b9- \u30b9\u30dd\u30fc\u30c4\u30a4\u30d9\u30f3\u30c8\u30cb\u30e5\u30fc\u30b9\u30b5\u30a4\u30c8-CSPORTS.JP\" \/>\n<meta property=\"article:published_time\" content=\"2026-03-06T17:03:30+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-03-06T17:03:31+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/lanqiu.aboutphlaw.com\/wp-content\/uploads\/2024\/10\/c470df95.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"940\" \/>\n\t<meta property=\"og:image:height\" content=\"644\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"CSPORTS\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u57f7\u7b46\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"CSPORTS\" \/>\n<script type=\"application\/ld+json\" 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