{"id":8337,"date":"2025-03-19T23:48:21","date_gmt":"2025-03-19T14:48:21","guid":{"rendered":"https:\/\/www.nkozawa.com\/blog\/?p=8337"},"modified":"2025-03-20T09:52:53","modified_gmt":"2025-03-20T00:52:53","slug":"mac-mini-m4%e3%81%a8macbook-air-m2%e3%81%a7%e7%94%bb%e5%83%8f%e8%aa%8d%e8%ad%98%e3%83%a2%e3%83%87%e3%83%ab%e7%94%9f%e6%88%90%e8%83%bd%e5%8a%9b%e6%af%94%e8%bc%83","status":"publish","type":"post","link":"http:\/\/www.nkozawa.com\/blog\/archives\/8337","title":{"rendered":"Mac Mini M4\u3068MacBook Air M2\u3067\u753b\u50cf\u8a8d\u8b58\u30e2\u30c7\u30eb\u751f\u6210\u80fd\u529b\u6bd4\u8f03"},"content":{"rendered":"<p>\u30e1\u30e2\u30ea\u30fc\u305f\u3063\u3077\u308a\u306eMac Mini\u3068\u666e\u901a\u306eAir\u306e\u6bd4\u8f03\u3067\u3059\u3002M2\u3068M4\u3067\u51e6\u7406\u901f\u5ea6\u306f\u3044\u304f\u3089\u304b\u306f\u9055\u3044\u307e\u3059\u304c\u3001\u305d\u308c\u3088\u308a\u3082\u30e1\u30e2\u30ea\u30fc\u30b5\u30a4\u30ba\u304c\u91cd\u8981\u3067\u3042\u308b\u3053\u3068\u3092\u5b9f\u969b\u306b\u78ba\u8a8d\u3057\u3066\u307f\u305f\u8a18\u9332\u3067\u3059\u3002\u30c6\u30b9\u30c8\u306b\u4f7f\u7528\u3057\u305f\u306e\u306fMacBook Air M2 16GB\u30e2\u30c7\u30eb\u3068Mac Mini M4 32GB\u30e2\u30c7\u30eb\u3067\u3059\u3002Python\u95a2\u9023\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u306f\u5c11\u3057\u7570\u306a\u308a\u307e\u3059\u304c\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u306f\u540c\u3058\u3067\u753b\u50cf\u8a8d\u8b58\u30e2\u30c7\u30eb\u306e\u4f5c\u6210\u306f<a href=\"https:\/\/docs.ultralytics.com\/ja\/models\/yolov10\/\">Ultralytics 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Air<\/th>\n<\/tr>\n<tr>\n<td>YOLOv10n<\/td>\n<td>2\u520614.55\u79d2<\/td>\n<td>2\u520658.25\u79d2<\/td>\n<\/tr>\n<tr>\n<td>YOLOv10s<\/td>\n<td>3\u52067.91\u79d2<\/td>\n<td>4\u520635.2\u79d2<\/td>\n<\/tr>\n<tr>\n<td>YOLOv10m<\/td>\n<td>5\u520619.98\u79d2<\/td>\n<td>\u5931\u6557<\/td>\n<\/tr>\n<tr>\n<td>YOLOv10b<\/td>\n<td>7\u520657.4\u79d2<\/td>\n<td>\u5931\u6557<\/td>\n<\/tr>\n<tr>\n<td>YOLOv10l<\/td>\n<td>44\u520630.05\u79d2<\/td>\n<td>\u5931\u6557<\/td>\n<\/tr>\n<tr>\n<td>YOLOv10x<\/td>\n<td>113\u52062.03\u79d2<\/td>\n<td>\u5931\u6557<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>&#8211; M2\u3088\u308aM4\u306f\u5c11\u3057\u901f\u3044\u3002<br \/>\n&#8211; 16GB\u306eMacBook Air\u3067\u306f\u8efd\u91cf\u30e2\u30c7\u30eb\u3067\u3042\u308bYOLOv10n\u3068YOLOV10s\u3057\u304b\u751f\u6210\u3067\u304d\u306a\u304b\u3063\u305f\u3002<br \/>\n&#8211; \u6700\u91cd\u91cf\u30e2\u30c7\u30ebYOLOv10x\u3067\u306f32GB\u306e\u307b\u3068\u3093\u3069\u304cVRAM\u3068\u3057\u3066\u4f7f\u308f\u308c\u3066\u3044\u305f\u3002<br \/>\n&#8211; \u5b9f\u969b\u306e\u30e2\u30c7\u30eb\u751f\u6210\u3067\u306fepochs=200\u4ee5\u4e0a\u3092\u6307\u5b9a\u3059\u308b\u306e\u3067\u91cd\u3044\u30e2\u30c7\u30eb\u306eYOLOv10l\u3068YOLOv10x\u306e\u751f\u6210\u306f\u5b9f\u7528\u7684\u3068\u306f\u8a00\u3048\u306a\u3044\u3002<\/p>\n<p>YOLOv10b\u307e\u3067\u306fMac Mini\u3067\u30e2\u30c7\u30eb\u751f\u6210\u304c\u51fa\u6765\u308b\u306e\u306f\u5927\u304d\u306a\u53ce\u7a6b\u3067\u3059\u3002\u305d\u308c\u3088\u308a\u91cd\u3044\u30e2\u30c7\u30eb\u306e\u751f\u6210\u306f\u3084\u306f\u308aGoogle Colab\u3092\u4f7f\u7528\u3059\u308b\u3057\u304b\u3042\u308a\u307e\u305b\u3093\u3002\u305d\u308c\u3082\u7121\u6599\u3067\u4f7f\u3048\u308bGPU\u3067\u306fVRAM\u30b5\u30a4\u30ba\u304c\u8db3\u308a\u305aYOLOv10l\u3068YOLOv10x\u306e\u751f\u6210\u306b\u306f\u6709\u6599(\u5b89\u3044\u3067\u3059)\u306eGPU A100\u306a\u3069\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002\u305d\u306e\u91cd\u3044\u30e2\u30c7\u30eb\u3082\u30c6\u30b9\u30c8\u7684\u306bMac Mini\u3067\u751f\u6210\u3067\u304d\u308b\u306e\u306f\u3068\u3066\u3082\u3042\u308a\u304c\u305f\u3044\u3053\u3068\u3067\u3059\u3002<\/p>\n<p><strong>[ \u304a\u307e\u3051 ]<\/strong><br \/>\n\u52d5\u753b\u30d5\u30a1\u30a4\u30eb\u306b\u5bfe\u3059\u308b\u753b\u50cf\u8a8d\u8b58\u306e\u901f\u5ea6\u30c6\u30b9\u30c8\u3082\u884c\u3044\u307e\u3057\u305f\u3002\u4f7f\u7528\u3057\u305f\u52d5\u753b\u306f720&#215;480 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Mini\u3068\u666e\u901a\u306eAir\u306e\u6bd4\u8f03\u3067\u3059\u3002M2\u3068M4\u3067\u51e6\u7406\u901f\u5ea6\u306f\u3044\u304f\u3089\u304b\u306f\u9055\u3044\u307e\u3059\u304c\u3001\u305d\u308c\u3088\u308a\u3082\u30e1\u30e2\u30ea\u30fc\u30b5\u30a4\u30ba\u304c\u91cd\u8981\u3067\u3042\u308b\u3053\u3068\u3092\u5b9f\u969b\u306b\u78ba\u8a8d\u3057\u3066\u307f\u305f\u8a18\u9332\u3067\u3059\u3002\u30c6\u30b9\u30c8\u306b\u4f7f\u7528\u3057\u305f\u306e\u306fMacBook Air M [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_uf_show_specific_survey":0,"_uf_disable_surveys":false,"footnotes":""},"categories":[52,53],"tags":[],"class_list":["post-8337","post","type-post","status-publish","format-standard","hentry","category-ai","category-image-recognition"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 4.9.10 - aioseo.com -->\n\t<meta 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