{"id":55188,"date":"2018-05-29T07:28:17","date_gmt":"2018-05-28T22:28:17","guid":{"rendered":"https:\/\/www.sejuku.net\/blog\/?p=55188"},"modified":"2024-05-06T11:47:59","modified_gmt":"2024-05-06T02:47:59","slug":"%e3%80%90tensorflow%e3%80%91lite%e3%81%a8tensorflow%e3%81%ae%e9%81%95%e3%81%84%e3%81%af%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.sejuku.net\/blog\/55188","title":{"rendered":"\u3010TensorFlow\u3011\u30b9\u30de\u30db\u3067\u52d5\u304b\u305b\u308bLite\u3068\u306f\uff1f"},"content":{"rendered":"<p>TensorFlow\u3092Android\u3084iOS\u3067\u4f7f\u3048\u306a\u3044\u304b\u306a\uff1f\u3068\u8abf\u3079\u3066\u307f\u308b\u3068\u3001<span style=\"color: #339966;\"><strong>TensorFlow Lite<\/strong><\/span>\u3068\u3044\u3046\u30ad\u30fc\u30ef\u30fc\u30c9\u304c\u898b\u3064\u304b\u308a\u307e\u3059\u3002<\/p>\n<p>\u305d\u3053\u3067TensorFlow Lite\u306b\u3064\u3044\u3066\u8abf\u3079\u3066\u307f\u308b\u3068\u3001\u69d8\u3005\u306a\u7591\u554f\u304c\u6d6e\u304b\u3093\u3067\u306f\u6d88\u3048\u3001\u6d6e\u304b\u3093\u3067\u306f\u6d88\u3048\u3059\u308b\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<p>\u305d\u3053\u3067\u4eca\u56de\u306f\u3001<\/p>\n<ul>\n<li><span style=\"color: #ff0000;\"><strong>Android\u3084iOS\u3067TensorFlow\u3092\u5229\u7528\u3057\u305f\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u52d5\u4f5c\u3055\u305b\u308b\u306b\u306f\u3069\u3046\u3059\u308b\u306e\uff1f<\/strong><\/span><\/li>\n<li><span style=\"color: #ff0000;\"><strong>TensorFlow Lite\u3067\u306f\u6a5f\u68b0\u5b66\u7fd2\u306e\u8a13\u7df4\u3092\u3057\u306a\u3044\u3063\u3066\u30db\u30f3\u30c8\uff1f<\/strong><\/span><\/li>\n<li><span style=\"color: #ff0000;\"><strong>TensorFlow Mobile\u3068\u3044\u3046\u306e\u3082\u898b\u3064\u304b\u3063\u305f\u3093\u3060\u3051\u3069\u3001\u3053\u308c\u306f\u4f55\uff1f<\/strong><\/span><\/li>\n<\/ul>\n<p>\u3053\u306e\u3088\u3046\u306a\u7591\u554f\u306b\u7c21\u5358\u306b\u7b54\u3048\u308b\u8a18\u4e8b\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u306e\u3067\u3001<span style=\"color: #0000ff;\"><strong>\u3053\u306e\u8a18\u4e8b\u3092\u304d\u3063\u304b\u3051\u306b\u3057\u3066\u3001TensorFlow Lite\u306b\u3064\u3044\u3066\u306e\u7406\u89e3\u3092\u6df1\u3081\u3066\u3044\u305f\u3060\u3051\u308c\u3070\u3068\u601d\u3044\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p>\u3067\u306f\u3001\u884c\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n<h2>TensorFlow\u3068\u306f<\/h2>\n<p><span style=\"color: #339966;\"><strong>TensorFlow<\/strong><\/span>\u306f\u3001<span style=\"color: #ff0000;\"><strong>\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3060\u3051\u3067\u6a5f\u68b0\u5b66\u7fd2\u3067\u4f55\u304b\u304c\u3067\u304d\u308b\u3001\u3068\u3044\u3046\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/strong><\/span><\/p>\n<p>\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u304b\u3089TensorFlow\u3092\u5229\u7528\u3059\u308b\u3068\u3001<span style=\"color: #0000ff;\"><strong>\u6a5f\u68b0\u5b66\u7fd2\u3084\u6df1\u5c64\u5b66\u7fd2\u3092\u5229\u7528\u3057\u305f\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u7c21\u5358\u306b\u958b\u767a\u3067\u304d\u308b\u3068\u3044\u3046\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3059\u3002<\/strong><\/span><\/p>\n<p>TensorFlow\u3092\u5229\u7528\u3057\u3066\u6a5f\u68b0\u5b66\u7fd2\u306e<span style=\"color: #339966;\"><strong>\u30e2\u30c7\u30eb<\/strong><\/span>\u3092\u69cb\u7bc9\u3057\u3066\u8a13\u7df4\u3057\u3001\u6700\u5f8c\u306b\u63a8\u6e2c\u3092\u3059\u308b\u3068\u3044\u3046\u6d41\u308c\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u306a\u304a\u3001TensorFlow\u306e\u958b\u767a\u306f<span style=\"color: #339966;\"><strong>GitHub<\/strong><\/span>\u3067\u9032\u3081\u3089\u308c\u3066\u304a\u308a\u3001<span style=\"color: #0000ff;\"><strong>\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3082\u81ea\u7531\u306b\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3067\u304d\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p><span style=\"color: #ff0000;\"><strong>TensorFlow\u3068\u306f\u4f55\u304b\uff1f<\/strong><\/span>\u306b\u3064\u3044\u3066\u306f\u3001\u4ee5\u4e0b\u306e\u8a18\u4e8b\u3067\u8aac\u660e\u3057\u3066\u3044\u307e\u3059\u306e\u3067\u3001\u3088\u304f\u5206\u304b\u3089\u306a\u3044\u65b9\u306f\u78ba\u8a8d\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u306d\u3002<\/p>\n            <a href=\"https:\/\/www.sejuku.net\/blog\/38134\" class=\"blog-card-anchor\">\n                <div class=\"blog-card\">\n                <div class=\"blog-card-content\">\n                    <div class=\"blog-card-thumbnail\">\n                    <img decoding=\"async\" class=\"blog-card-thumbnail-img\" src=\"https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2017\/11\/Tensor-150x85.png\">\n                    <\/div>\n                    <div class=\"blog-card-title-wrap\">\n                    <div class=\"blog-card-title\">TensorFlow\u3068\u306f\uff1f\u6a5f\u68b0\u5b66\u7fd2\u306b\u5fc5\u9808\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u5206\u304b\u308a\u3084\u3059\u304f\u7d39\u4ecb<\/div>\n                    <div class=\"blog-card-update-date\">\u66f4\u65b0\u65e5\uff1a2025\u5e7412\u670826\u65e5<\/div>\n                    <\/div>\n                <\/div>\n                <\/div>\n            <\/a>\n            \n<h2>TensorFlow Mobile\u3068\u306f<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/05\/tensor-lite01.png\" alt=\"tensor-lite01\" width=\"1182\" height=\"676\" class=\"alignnone size-full wp-image-55194\" srcset=\"https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/05\/tensor-lite01.png 1182w, https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/05\/tensor-lite01-150x86.png 150w, https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/05\/tensor-lite01-300x172.png 300w, https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/05\/tensor-lite01-640x366.png 640w, https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/05\/tensor-lite01-810x463.png 810w, https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/05\/tensor-lite01-1140x652.png 1140w\" sizes=\"(max-width: 1182px) 100vw, 1182px\" \/><\/p>\n<p>\u53c2\u8003\uff1a<a href=\"https:\/\/www.tensorflow.org\/mobile\/mobile_intro\" target=\"_blank\" rel=\"noopener\">https:\/\/www.tensorflow.org\/mobile\/mobile_intro<\/a><\/p>\n<p><span style=\"color: #339966;\"><strong>TensorFlow Mobile<\/strong><\/span>\u306f\u3001TensorFlow\u3092Android\u3084iOS\u306a\u3069\u3067\u5229\u7528\u3059\u308b\u305f\u3081\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3067\u3059\u3002<\/p>\n<p>\u30e2\u30d0\u30a4\u30eb\u7aef\u672b\u3067\u4f7f\u7528\u3059\u308b\u30a2\u30d7\u30ea\u3067\u6a5f\u68b0\u5b66\u7fd2\u3092\u5229\u7528\u3059\u308b\u305f\u3081\u306b\u3001<span style=\"color: #0000ff;\"><strong>\u30a2\u30d7\u30ea\u306bTensorFlow\u3092\u52b9\u679c\u7684\u306b\u7d71\u5408\u3059\u308b\u305f\u3081\u306e\u30ce\u30a6\u30cf\u30a6\u3068\u305d\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb\u304c\u63d0\u4f9b\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h2>TensorFlow Lite\u3068\u306f<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/05\/tensor-lite03.png\" alt=\"tensor-lite03\" width=\"1182\" height=\"676\" class=\"alignnone size-full wp-image-55196\" srcset=\"https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/05\/tensor-lite03.png 1182w, https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/05\/tensor-lite03-150x86.png 150w, https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/05\/tensor-lite03-300x172.png 300w, https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/05\/tensor-lite03-640x366.png 640w, https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/05\/tensor-lite03-810x463.png 810w, https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/05\/tensor-lite03-1140x652.png 1140w\" sizes=\"(max-width: 1182px) 100vw, 1182px\" \/><\/p>\n<p>\u53c2\u8003\uff1a<a href=\"https:\/\/www.tensorflow.org\/mobile\/tflite\/\" target=\"_blank\" rel=\"noopener\">https:\/\/www.tensorflow.org\/mobile\/tflite\/<\/a><\/p>\n<p><span style=\"color: #339966;\"><strong>TensorFlow Lite<\/strong><\/span>\u306f\u3001TensorFlow Mobile\u306e\u9032\u5316\u7248\u3067\u3059\u3002<\/p>\n<p>\u3056\u3063\u304f\u308a\u66f8\u304f\u3068\u3001<span style=\"color: #0000ff;\"><strong>\u6a5f\u68b0\u5b66\u7fd2\u306e\u8a13\u7df4\u306f\uff08TensorFlow Lite\u3067\u306f\u306a\u304f\uff09TensorFlow\u3067\u884c\u3044<\/strong><\/span>\u3001<span style=\"color: #ff0000;\"><strong>Android\u3084iOS\u3067\u306e\u63a8\u6e2c\u306fTensorFlow Lite\u3067\u884c\u3046<\/strong><\/span>\u3068\u3044\u3046\u5f79\u5272\u5206\u62c5\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>TensorFlow Lite\u3067\u306f\u3001Android\u3084iOS\u3067\u3082\u5341\u5206\u306a\u901f\u3055\u3067\u52d5\u4f5c\u3055\u305b\u308b\u305f\u3081\u306b\u3001\u3055\u307e\u3056\u307e\u306a\u5de5\u592b\u3092\u3057\u3066\u3044\u305f\u308a\u3001\uff08\u6b8b\u5ff5\u306a\u304c\u3089\uff09\u5236\u9650\u304c\u3042\u3063\u305f\u308a\u307e\u3059\u3002<\/p>\n<p>TensorFlow Mobile\u3068TensorFlow Lite\u306e\u9055\u3044\u306b\u3064\u3044\u3066\u306f\u3001\u4ee5\u4e0b\u306e\u30da\u30fc\u30b8\u304c\u53c2\u8003\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/05\/tensor-lite02.png\" alt=\"tensor-lite02\" width=\"1182\" height=\"676\" class=\"alignnone size-full wp-image-55195\" srcset=\"https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/05\/tensor-lite02.png 1182w, https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/05\/tensor-lite02-150x86.png 150w, https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/05\/tensor-lite02-300x172.png 300w, https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/05\/tensor-lite02-640x366.png 640w, https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/05\/tensor-lite02-810x463.png 810w, https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/05\/tensor-lite02-1140x652.png 1140w\" sizes=\"(max-width: 1182px) 100vw, 1182px\" \/><\/p>\n<p>\u53c2\u8003\uff1a<a href=\"https:\/\/www.tensorflow.org\/mobile\/\" target=\"_blank\" rel=\"noopener\">https:\/\/www.tensorflow.org\/mobile\/<\/a><\/p>\n<p>\u3053\u3053\u3067\u306f\u3001TensorFlow\u3084TensorFlow Mobile\u3068\u3001TensorFlow Lite\u306e\u4ee3\u8868\u7684\u306a\u9055\u3044\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3>\u5bfe\u5fdc\u3059\u308b\u30e2\u30c7\u30eb<\/h3>\n<p><span style=\"color: #339966;\"><strong>TensorFlow Mobile<\/strong><\/span>\u3092\u4f7f\u3048\u3070\u3001<span style=\"color: #0000ff;\"><strong>\u69d8\u3005\u306a\u30e2\u30c7\u30eb\u3092\u81ea\u7531\u306b\u69cb\u7bc9\u3057\u3066\u3001\u6a5f\u68b0\u5b66\u7fd2\u3092\u8a66\u305b\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p>\u4e00\u65b9\u3001<span style=\"color: #339966;\"><strong>TensorFlow Lite<\/strong><\/span>\u306f\u3001<span style=\"color: #ff0000;\"><strong>\u307e\u3060\u958b\u767a\u8005\u5411\u3051\u30ea\u30ea\u30fc\u30b9\u3067\u3042\u308b\u305f\u3081\u3001\u4ee5\u4e0b\u306e3\u3064\u306e\u30e2\u30c7\u30eb\u3057\u304b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u305b\u3093\u3002<\/strong><\/span><\/p>\n<ul>\n<li><span style=\"color: #339966;\"><strong>Inception V3<\/strong><\/span><\/li>\n<li><span style=\"color: #339966;\"><strong>MobileNets<\/strong><\/span><\/li>\n<li><span style=\"color: #339966;\"><strong>On Device Smart Reply<\/strong><\/span><\/li>\n<\/ul>\n<p>\u3053\u306e\u3046\u3061\u3001MobileNets\u3092\u5229\u7528\u3057\u305fAndroid\u30a2\u30d7\u30ea\uff08\u30c7\u30e2\u30a2\u30d7\u30ea\uff09\u306f\u3001<span style=\"color: #0000ff;\"><strong>TensorFlow Lite\u306e\u30b5\u30a4\u30c8\u304b\u3089\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u305f\u308a\u3001\u81ea\u5206\u3067\u30d3\u30eb\u30c9\u3057\u305f\u308a\u3067\u304d\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p>\u3053\u306eAndroid\u30a2\u30d7\u30ea\uff08\u30c7\u30e2\u30a2\u30d7\u30ea\uff09\u3092Android\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u65b9\u6cd5\u306f\u3001\u4ee5\u4e0b\u306e\u8a18\u4e8b\u3067\u7d39\u4ecb\u3057\u307e\u3057\u305f\u3002<\/p>\n            <a href=\"https:\/\/www.sejuku.net\/blog\/53465\" class=\"blog-card-anchor\">\n                <div class=\"blog-card\">\n                <div class=\"blog-card-content\">\n                    <div class=\"blog-card-thumbnail\">\n                    <img decoding=\"async\" class=\"blog-card-thumbnail-img\" src=\"https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/05\/tensor-android-150x86.jpg\">\n                    <\/div>\n                    <div class=\"blog-card-title-wrap\">\n                    <div class=\"blog-card-title\">\u3010TensorFlow\u3011Android\u306e\u30ab\u30e1\u30e9\u3092\u4f7f\u3063\u3066\u3069\u3053\u3067\u3082\u7269\u4f53\u8a8d\u8b58\uff01<\/div>\n                    <div class=\"blog-card-update-date\">\u66f4\u65b0\u65e5\uff1a2024\u5e745\u67086\u65e5<\/div>\n                    <\/div>\n                <\/div>\n                <\/div>\n            <\/a>\n            \n<p>\u307e\u305f\u3001\u3053\u306e\u30a2\u30d7\u30ea\u3092\u30d3\u30eb\u30c9\u3059\u308b\u65b9\u6cd5\u306f\u3001\u4ee5\u4e0b\u306e\u30b5\u30a4\u30c8\u304c\u53c2\u8003\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u53c2\u8003\uff1a<a href=\"http:\/\/motojapan.hateblo.jp\/entry\/2017\/11\/18\/114032\" target=\"_blank\" rel=\"noopener\">http:\/\/motojapan.hateblo.jp\/entry\/2017\/11\/18\/114032<\/a><\/p>\n<h3>\u65b0\u3057\u3044\u30d5\u30a1\u30a4\u30eb\u5f62\u5f0f<\/h3>\n<p>TensorFlow Lite\u3067\u306f\u3001\u5341\u5206\u306a\u901f\u3055\u3067\u52d5\u4f5c\u3055\u305b\u308b\u305f\u3081\u306b\u3001\u63a8\u6e2c\u3067\u4f7f\u7528\u3059\u308b\u30e2\u30c7\u30eb\u3092\u4fdd\u5b58\u3059\u308b<span style=\"color: #ff0000;\"><strong>\u30d5\u30a1\u30a4\u30eb\u5f62\u5f0f\u304c\u7570\u306a\u308a\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p><span style=\"color: #339966;\"><strong>TensorFlow<\/strong><\/span>\u3084<span style=\"color: #339966;\"><strong>TensorFlow Mobile<\/strong><\/span>\u3067\u306f\u3001\u4ee5\u4e0b\u306e2\u3064\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u5229\u7528\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li><span style=\"color: #339966;\"><strong>pb\u30d5\u30a1\u30a4\u30eb<\/strong><\/span>\uff1aTensorFlow\u306e\u30e2\u30c7\u30eb\u3092\u4fdd\u5b58\u3059\u308b<span style=\"color: #339966;\"><strong>Protocol Buffers\u5f62\u5f0f<\/strong><\/span>\u306e\u30d5\u30a1\u30a4\u30eb<\/li>\n<li><span style=\"color: #339966;\"><strong>ckpt\u30d5\u30a1\u30a4\u30eb<\/strong><\/span>\uff1aTensorFlow\u306e\u8a13\u7df4\u306b\u3088\u3063\u3066\u81ea\u52d5\u8abf\u6574\u3055\u308c\u305f\u5909\u6570\u3092\u4fdd\u5b58\u3059\u308b\u30d5\u30a1\u30a4\u30eb<\/li>\n<\/ul>\n<p><span style=\"color: #0000ff;\"><strong>\u3053\u306e2\u3064\u306e\u30d5\u30a1\u30a4\u30eb\u306b\u3088\u3063\u3066\u3001<\/strong><\/span>TensorFlow\u3067\u8a13\u7df4\u3057\u305f\u30e2\u30c7\u30eb\u3068\u81ea\u52d5\u8abf\u6574\u3055\u308c\u305f\u5909\u6570\u304c\u518d\u73fe\u3055\u308c\u3001<span style=\"color: #0000ff;\"><strong>\u8a13\u7df4\u3057\u305f\u5185\u5bb9\u306b\u57fa\u3065\u3044\u305f\u63a8\u6e2c\u304c\u3067\u304d\u308b<\/strong><\/span>\u3068\u3044\u3046\u4ed5\u7d44\u307f\u3067\u3059\u3002<\/p>\n<p>\u4e00\u65b9\u3001<span style=\"color: #339966;\"><strong>TensorFlow Lite<\/strong><\/span>\u3067\u306f\u3001\u3053\u306e2\u3064\u306e\u30d5\u30a1\u30a4\u30eb\u304b\u3089\u4f5c\u6210\u3057\u305f<span style=\"color: #ff0000;\"><strong>\u65b0\u3057\u3044\u5f62\u5f0f\u306e\u30d5\u30a1\u30a4\u30eb\uff08tflite\u30d5\u30a1\u30a4\u30eb\uff09\u3092\u5229\u7528\u3057\u3066\u3001\u63a8\u6e2c\u3057\u307e\u3059\u3002<\/strong><\/span><\/p>\n<ul>\n<li><span style=\"color: #339966;\"><strong>tflite\u30d5\u30a1\u30a4\u30eb<\/strong><\/span>\uff1aTensorFlow Lite\u304c\u8aad\u307f\u8fbc\u3081\u308b<span style=\"color: #339966;\"><strong>FlatBuffers\u5f62\u5f0f<\/strong><\/span>\u306e\u30d5\u30a1\u30a4\u30eb<\/li>\n<\/ul>\n<h2>tflite\u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u3063\u3066\u307f\u3088\u3046<\/h2>\n<p>\u3055\u3066\u3001\u3061\u3087\u3063\u3068\u5927\u5909\u306a\u3053\u3068\u306b\u3082\u6311\u6226\u3057\u3066\u307f\u3088\u3046\u3001\u3068\u3044\u3046\u3053\u3068\u3067\u4e0a\u3067\u6319\u3052\u305f<span style=\"color: #0000ff;\"><strong>tflite\u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u6210\u3059\u308b\u65b9\u6cd5\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p>\u5177\u4f53\u7684\u306b\u306f\u3001<span style=\"color: #339966;\"><strong>GitHub<\/strong><\/span>\u306e<span style=\"color: #339966;\"><strong>TensorFlow models\u30ea\u30dd\u30b8\u30c8\u30ea<\/strong><\/span>\u306b\u3042\u308bMobileNet\u306e\u30c7\u30fc\u30bf\u304b\u3089tflite\u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u6210\u3059\u308b\u65b9\u6cd5\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<p>\u203bWindows\u3067\u306f\u9014\u4e2d\u3067\u3064\u307e\u305a\u3044\u3066\u3057\u307e\u3063\u305f\u306e\u3067\u3001<span style=\"color: #ff0000;\"><strong>Ubuntu\u3067\u4f5c\u696d\u3057\u307e\u3057\u305f\u3002<\/strong><\/span><\/p>\n<p>\u5927\u304d\u304f5\u3064\u306e\u624b\u9806\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n<p><span style=\"color: #ff0000;\"><strong>\uff081\uff09pb\u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p>pb\u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u6210\u3059\u308b\u306b\u306f\u3001GitHub\u306eTensorFlow models\u30ea\u30dd\u30b8\u30c8\u30ea\u306e\u30c7\u30fc\u30bf\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001<span style=\"color: #339966;\"><strong>\u300ctensorflow\u300d<\/strong><\/span>\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306bTensorFlow models\u30ea\u30dd\u30b8\u30c8\u30ea\u3092\u30af\u30ed\u30fc\u30f3\u3057\u307e\u3059\u3002<\/p>\n<p>\uff081-1\uff09TensorFlow\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305f<span style=\"color: #339966;\"><strong>Anaconda\u306ePython\u74b0\u5883\uff08tensorflow-cpu\uff09<\/strong><\/span>\u3092\u8d77\u52d5\u3057\u307e\u3059\u3002<\/p>\n<p>Anaconda\u306etensorflow-cpu\u74b0\u5883\u306f\u3001\u4ee5\u4e0b\u306e\u8a18\u4e8b\u3068\u540c\u69d8\u306e\u624b\u9806\u3067\u4f5c\u6210\u3057\u307e\u3057\u305f\u3002<\/p>\n            <a href=\"https:\/\/www.sejuku.net\/blog\/43784\" class=\"blog-card-anchor\">\n                <div class=\"blog-card\">\n                <div class=\"blog-card-content\">\n                    <div class=\"blog-card-thumbnail\">\n                    <img decoding=\"async\" class=\"blog-card-thumbnail-img\" src=\"https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/howto-01-2025-01-21T230320.990-150x85.png\">\n                    <\/div>\n                    <div class=\"blog-card-title-wrap\">\n                    <div class=\"blog-card-title\">TensorFlow\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u65b9\u6cd5\u307e\u3068\u3081\uff01\u3067\u304d\u306a\u3044\u6642\u306e\u5bfe\u51e6\u6cd5\u3082\u7d39\u4ecb<\/div>\n                    <div class=\"blog-card-update-date\">\u66f4\u65b0\u65e5\uff1a2025\u5e7412\u670826\u65e5<\/div>\n                    <\/div>\n                <\/div>\n                <\/div>\n            <\/a>\n            \n<p>\uff081-2\uff09<span style=\"color: #339966;\"><strong>\u300cmkdir tensorflow\u300d<\/strong><\/span>\u3068\u5165\u529b\u3057\u3001Enter\u30ad\u30fc\u3092\u62bc\u3057\u307e\u3059\u3002<\/p>\n<p>\uff081-3\uff09<span style=\"color: #339966;\"><strong>\u300ccd ~\/tensorflow\u300d<\/strong><\/span>\u3068\u5165\u529b\u3057\u3001Enter\u30ad\u30fc\u3092\u62bc\u3057\u307e\u3059\u3002<\/p>\n<p>\uff081-4\uff09\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5165\u529b\u3057\u3066\u3001Enter\u30ad\u30fc\u3092\u62bc\u3057\u3001<span style=\"color: #0000ff;\"><strong>TensorFlow models\u30ea\u30dd\u30b8\u30c8\u30ea\u3092\u30af\u30ed\u30fc\u30f3\u3057\u307e\u3059\u3002<\/strong><\/span><\/p>\n<pre class=\"decode:true \" >git clone https:\/\/github.com\/tensorflow\/models.git<\/pre>\n<p>\uff081-5\uff09\u300c~\/tensorflow\u300d\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306e\u307e\u307e\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5165\u529b\u3057\u3066\u3001<span style=\"color: #339966;\"><strong>mobilenet_v1_224.pb<\/strong><\/span>\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/p>\n<pre class=\"decode:true \" >python ~\\tensorflow\\models\\research\\slim\\export_inference_graph.py --model_name=mobilenet_v1 --output_file=mobilenet_v1_224.pb<\/pre>\n<p>\u300c~\/tensorflow\u300d\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306b\u3001<span style=\"color: #0000ff;\"><strong>labels.txt\u3068mobilenet_v1_224.pb\u304c\u4f5c\u6210\u3055\u308c\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p><span style=\"color: #ff0000;\"><strong>\uff082\uff09ckpt\u30d5\u30a1\u30a4\u30eb\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p>ckpt\u30d5\u30a1\u30a4\u30eb\u306f\u3001TensorFlow\u306eGitHub\u30ea\u30dd\u30b8\u30c8\u30ea\u306b\u4e8b\u524d\u5b66\u7fd2\u6e08\u306e\u30c7\u30fc\u30bf\u304c\u3042\u308a\u307e\u3059\u306e\u3067\u3001\u305d\u3053\u304b\u3089\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u307e\u3059\u3002<\/p>\n<p>\uff082-1\uff09<a href=\"https:\/\/github.com\/tensorflow\/tensorflow\/blob\/master\/tensorflow\/contrib\/lite\/g3doc\/models.md\" target=\"_blank\" rel=\"noopener\">https:\/\/github.com\/tensorflow\/tensorflow\/blob\/master\/tensorflow\/contrib\/lite\/g3doc\/models.md<\/a>\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3001<span style=\"color: #339966;\"><strong>\u300cMobilenet_1.0_224\u300d<\/strong><\/span>\u306e<span style=\"color: #339966;\"><strong>\u300ctflite&amp;pb\u300d<\/strong><\/span>\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u3001<span style=\"color: #339966;\"><strong>mobilenet_v1_1.0_224.tgz<\/strong><\/span>\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u307e\u3059\u3002<\/p>\n<p>\uff082-2\uff09mobilenet_v1_1.0_224.tgz\u3092\u3001\u4efb\u610f\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306b\u5c55\u958b\u3057\u307e\u3059\u3002<\/p>\n<p>\u4eca\u56de\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u300c~\/tensorflow\/lite\/mobilenet_v1_1.0_224\u300d\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306b\u5c55\u958b\u3057\u307e\u3057\u305f\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/05\/tensor-lite04.png\" alt=\"tensor-lite04\" width=\"890\" height=\"578\" class=\"alignnone size-full wp-image-55208\" srcset=\"https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/05\/tensor-lite04.png 890w, https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/05\/tensor-lite04-150x97.png 150w, https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/05\/tensor-lite04-300x195.png 300w, https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/05\/tensor-lite04-640x416.png 640w, https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/05\/tensor-lite04-810x526.png 810w\" sizes=\"(max-width: 890px) 100vw, 890px\" \/><\/p>\n<p><span style=\"color: #ff0000;\"><strong>\uff083\uff09\u3053\u3053\u307e\u3067\u306b\u6e96\u5099\u3057\u305fpb\u30d5\u30a1\u30a4\u30eb\u3068ckpt\u30d5\u30a1\u30a4\u30eb\u304b\u3089\u3001\u30d5\u30ea\u30fc\u30ba\u3057\u305fpb\u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p>\uff083-1\uff09TensorFlow\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305f<span style=\"color: #339966;\"><strong>Anaconda\u306ePython\u74b0\u5883\uff08tensorflow-cpu\uff09<\/strong><\/span>\u3092\u8d77\u52d5\u3057\u307e\u3059\u3002<\/p>\n<p>Anaconda\u306etensorflow-cpu\u74b0\u5883\u306f\u3001\u4ee5\u4e0b\u306e\u8a18\u4e8b\u3068\u540c\u69d8\u306e\u624b\u9806\u3067\u4f5c\u6210\u3057\u307e\u3057\u305f\u3002<\/p>\n            <a href=\"https:\/\/www.sejuku.net\/blog\/43784\" class=\"blog-card-anchor\">\n                <div class=\"blog-card\">\n                <div class=\"blog-card-content\">\n                    <div class=\"blog-card-thumbnail\">\n                    <img decoding=\"async\" class=\"blog-card-thumbnail-img\" src=\"https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/howto-01-2025-01-21T230320.990-150x85.png\">\n                    <\/div>\n                    <div class=\"blog-card-title-wrap\">\n                    <div class=\"blog-card-title\">TensorFlow\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u65b9\u6cd5\u307e\u3068\u3081\uff01\u3067\u304d\u306a\u3044\u6642\u306e\u5bfe\u51e6\u6cd5\u3082\u7d39\u4ecb<\/div>\n                    <div class=\"blog-card-update-date\">\u66f4\u65b0\u65e5\uff1a2025\u5e7412\u670826\u65e5<\/div>\n                    <\/div>\n                <\/div>\n                <\/div>\n            <\/a>\n            \n<p>\uff083-2\uff09<span style=\"color: #339966;\"><strong>\u300ccd ~\/tensorflow\/lite\u300d<\/strong><\/span>\u3068\u5165\u529b\u3057\u3001Enter\u30ad\u30fc\u3092\u62bc\u3057\u307e\u3059\u3002<\/p>\n<p>\uff083-3\uff09\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5165\u529b\u3057\u3001\u300c~\/tensorflow\u300d\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306b<span style=\"color: #0000ff;\"><strong>frozen_mobilenet_v1_224.pb\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/strong><\/span><\/p>\n<pre class=\"decode:true \" >freeze_graph --input_graph=..\/mobilenet_v1_224.pb --input_checkpoint=mobilenet_v1_1.0_224\/mobilenet_v1_1.0_224.ckpt --input_binary=true --output_graph=..\/frozen_mobilenet_v1_224.pb --output_node_names=MobilenetV1\/Predictions\/Reshape_1<\/pre>\n<p><span style=\"color: #ff0000;\"><strong>\uff084\uff09TensorFlow Lite Converter\uff08toco\uff09\u3092\u30d3\u30eb\u30c9\u3057\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p>\u6b21\u306f\u3001tflite\u30d5\u30a1\u30a4\u30eb\u306b\u5909\u63db\u3057\u307e\u3059\u3001\u3068\u8a00\u3044\u305f\u3044\u3068\u3053\u308d\u3067\u3059\u304c\u3001\u5909\u63db\u306b\u5fc5\u8981\u306a<span style=\"color: #339966;\"><strong>TensorFlow Lite Converter\uff08toco\uff09<\/strong><\/span>\u3092\u30d3\u30eb\u30c9\u3057\u307e\u3059\u3002<\/p>\n<p>\u203b\u3042\u3089\u304b\u3058\u3081<span style=\"color: #339966;\"><strong>bazel<\/strong><\/span>\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>\u53c2\u8003\uff1a<a href=\"https:\/\/www.kunihikokaneko.com\/free\/linux\/ubuntu_bazel.html\" target=\"_blank\" rel=\"noopener\">https:\/\/www.kunihikokaneko.com\/free\/linux\/ubuntu_bazel.html<\/a><\/p>\n<p>\uff084-1\uff09TensorFlow\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305f<span style=\"color: #339966;\"><strong>Anaconda\u306ePython\u74b0\u5883\uff08tensorflow-cpu\uff09<\/strong><\/span>\u3092\u8d77\u52d5\u3057\u307e\u3059\u3002<\/p>\n<p>Anaconda\u306etensorflow-cpu\u74b0\u5883\u306f\u3001\u4ee5\u4e0b\u306e\u8a18\u4e8b\u3068\u540c\u69d8\u306e\u624b\u9806\u3067\u4f5c\u6210\u3057\u307e\u3057\u305f\u3002<\/p>\n            <a href=\"https:\/\/www.sejuku.net\/blog\/43784\" class=\"blog-card-anchor\">\n                <div class=\"blog-card\">\n                <div class=\"blog-card-content\">\n                    <div class=\"blog-card-thumbnail\">\n                    <img decoding=\"async\" class=\"blog-card-thumbnail-img\" src=\"https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/howto-01-2025-01-21T230320.990-150x85.png\">\n                    <\/div>\n                    <div class=\"blog-card-title-wrap\">\n                    <div class=\"blog-card-title\">TensorFlow\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u65b9\u6cd5\u307e\u3068\u3081\uff01\u3067\u304d\u306a\u3044\u6642\u306e\u5bfe\u51e6\u6cd5\u3082\u7d39\u4ecb<\/div>\n                    <div class=\"blog-card-update-date\">\u66f4\u65b0\u65e5\uff1a2025\u5e7412\u670826\u65e5<\/div>\n                    <\/div>\n                <\/div>\n                <\/div>\n            <\/a>\n            \n<p>\uff084-2\uff09<span style=\"color: #339966;\"><strong>\u300ccd ~\/tensorflow\u300d<\/strong><\/span>\u3068\u5165\u529b\u3057\u3001Enter\u30ad\u30fc\u3092\u62bc\u3057\u307e\u3059\u3002<\/p>\n<p>\uff084-3\uff09\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5165\u529b\u3057\u3066\u3001Enter\u30ad\u30fc\u3092\u62bc\u3057\u3001<span style=\"color: #0000ff;\"><strong>TensorFlow models\u30ea\u30dd\u30b8\u30c8\u30ea\u3092\u30af\u30ed\u30fc\u30f3\u3057\u307e\u3059\u3002<\/strong><\/span><\/p>\n<pre class=\"decode:true \" >git clone https:\/\/github.com\/tensorflow\/tensorflow.git<\/pre>\n<p>\uff084-4\uff09<span style=\"color: #339966;\"><strong>\u300ccd ~\/tensorflow\/tensorflow\u300d<\/strong><\/span>\u3068\u5165\u529b\u3057\u3001Enter\u30ad\u30fc\u3092\u62bc\u3057\u307e\u3059\u3002<\/p>\n<p>\uff084-5\uff09\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5165\u529b\u3057\u3066\u3001Enter\u30ad\u30fc\u3092\u62bc\u3057\u3001<span style=\"color: #0000ff;\"><strong>TensorFlow Lite Converter\uff08toco\uff09\u3092\u30d3\u30eb\u30c9\u3057\u307e\u3059\u3002<\/strong><\/span><\/p>\n<pre class=\"decode:true \" >bazel build tensorflow\/contrib\/lite\/toco:toco<\/pre>\n<p>\u203b\u79c1\u304c\u8a66\u3057\u305f\u3068\u304d\u306b\u306f\u3001<span style=\"color: #339966;\"><strong>nasm<\/strong><\/span>\u306b\u95a2\u3059\u308b<span style=\"color: #ff0000;\"><strong>\u30a8\u30e9\u30fc\u30e1\u30c3\u30bb\u30fc\u30b8<\/strong><\/span>\u304c\u8868\u793a\u3055\u308c\u3001TensorFlow Lite Converter\uff08toco\uff09\u304c\u30d3\u30eb\u30c9\u3067\u304d\u306a\u304b\u3063\u305f\u305f\u3081\u3001\u300c~\/tensorflow\/tensorflow\/tensorflow\/workspace.bzl\u300d\u306e\u4ee5\u4e0b\u306e\u884c\u3092\u4fee\u6b63\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u4fee\u6b63\u524d\uff1a<\/p>\n<pre class=\"decode:true \" >\u201chttps:\/\/mirror.bazel.build\/www.nasm.us\/pub\/nasm\/releasebuilds\/2.12.02\/nasm-2.12.02.tar.bz2\u201d,<\/pre>\n<p>\u4fee\u6b63\u5f8c\uff1a<\/p>\n<pre class=\"decode:true \" >\u201chttps:\/\/www.nasm.us\/pub\/nasm\/releasebuilds\/2.12.02\/nasm-2.12.02.tar.bz2\u201d,<\/pre>\n<p><span style=\"color: #ff0000;\"><strong>\uff085\uff09frozen_mobilenet_v1_224.pb\u3092\u3001tflite\u30d5\u30a1\u30a4\u30eb\u306b\u5909\u63db\u3057\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p>\u6700\u5f8c\u306b\u3001\u30d5\u30ea\u30fc\u30ba\u3057\u305fpb\u30d5\u30a1\u30a4\u30eb\u304b\u3089tflite\u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u6210\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<p>\uff085-1\uff09TensorFlow\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305f<span style=\"color: #339966;\"><strong>Anaconda\u306ePython\u74b0\u5883\uff08tensorflow-cpu\uff09<\/strong><\/span>\u3092\u8d77\u52d5\u3057\u307e\u3059\u3002<\/p>\n<p>Anaconda\u306etensorflow-cpu\u74b0\u5883\u306f\u3001\u4ee5\u4e0b\u306e\u8a18\u4e8b\u3068\u540c\u69d8\u306e\u624b\u9806\u3067\u4f5c\u6210\u3057\u307e\u3057\u305f\u3002<\/p>\n            <a href=\"https:\/\/www.sejuku.net\/blog\/43784\" class=\"blog-card-anchor\">\n                <div class=\"blog-card\">\n                <div class=\"blog-card-content\">\n                    <div class=\"blog-card-thumbnail\">\n                    <img decoding=\"async\" class=\"blog-card-thumbnail-img\" src=\"https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/howto-01-2025-01-21T230320.990-150x85.png\">\n                    <\/div>\n                    <div class=\"blog-card-title-wrap\">\n                    <div class=\"blog-card-title\">TensorFlow\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u65b9\u6cd5\u307e\u3068\u3081\uff01\u3067\u304d\u306a\u3044\u6642\u306e\u5bfe\u51e6\u6cd5\u3082\u7d39\u4ecb<\/div>\n                    <div class=\"blog-card-update-date\">\u66f4\u65b0\u65e5\uff1a2025\u5e7412\u670826\u65e5<\/div>\n                    <\/div>\n                <\/div>\n                <\/div>\n            <\/a>\n            \n<p>\uff085-2\uff09<span style=\"color: #339966;\"><strong>\u300ccd ~\/tensorflow\u300d<\/strong><\/span>\u3068\u5165\u529b\u3057\u3001Enter\u30ad\u30fc\u3092\u62bc\u3057\u307e\u3059\u3002<\/p>\n<p>\uff085-3\uff09\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5165\u529b\u3057\u3001Enter\u30ad\u30fc\u3092\u62bc\u3057\u307e\u3059\u3002<\/p>\n<pre class=\"decode:true \" >tensorflow\/bazel-bin\/tensorflow\/contrib\/lite\/toco\/toco  --input_file=frozen_mobilenet_v1_224.pb --input_format=TENSORFLOW_GRAPHDEF --output_format=TFLITE --output_file=mobilenet_v1_1.0_224.tflite --inference_type=FLOAT --input_type=FLOAT --input_arrays=input --output_arrays=MobilenetV1\/Predictions\/Reshape_1 --input_shapes=1,224,224,3<\/pre>\n<p>\u3069\u3046\u3067\u3057\u3087\u3046\u3001<span style=\"color: #339966;\"><strong>mobilenet_v1_1.0_224.tflite<\/strong><\/span>\u304c\u4f5c\u6210\u3055\u308c\u307e\u3057\u305f\u304b\uff1f<\/p>\n<p>\u3046\u307e\u304f\u3044\u304f\u3053\u3068\u3092\u7948\u3063\u3066\u3044\u307e\u3059\uff01<\/p>\n<h2>\u307e\u3068\u3081<\/h2>\n<p>\u4eca\u56de\u306f\u3001<span style=\"color: #339966;\"><strong>TensorFlow Mobile<\/strong><\/span>\u3068<span style=\"color: #339966;\"><strong>TensorFlow Lite<\/strong><\/span>\u306e\u9055\u3044\u3068\u3001TensorFlow Lite\u306e\u30a2\u30d7\u30ea\u3092\u52d5\u304b\u3059\u969b\u306b\u30e2\u30c7\u30eb\u306e\u60c5\u5831\u3092\u683c\u7d0d\u3057\u305f<span style=\"color: #0000ff;\"><strong>tflite\u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u6210\u3059\u308b\u65b9\u6cd5\u3092\u7d39\u4ecb\u3057\u307e\u3057\u305f\u3002<\/strong><\/span><\/p>\n<p>TensorFlow Lite\u306f\u3001\u307e\u3060\u307e\u3060<span style=\"color: #ff0000;\"><strong>\u958b\u767a\u8005\u5411\u3051\u30ea\u30ea\u30fc\u30b9\u3067\u3059\u3002<\/strong><\/span><\/p>\n<p>\u305d\u306e\u305f\u3081\u3001<span style=\"color: #ff0000; background-color: #ffff99;\"><strong>\u4eca\u5f8c\u3001\u64cd\u4f5c\u65b9\u6cd5\u304c\u5909\u308f\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u3001\u4eca\u56de\u66f8\u3044\u305f\u64cd\u4f5c\u65b9\u6cd5\u3082\u3044\u3064\u307e\u3067\u4f7f\u3048\u308b\u304b\u308f\u304b\u308a\u307e\u305b\u3093\u3002<\/strong><\/span><\/p>\n<p>\u305d\u3082\u305d\u3082\u3001\u3053\u306e\u64cd\u4f5c\u3067\u5168\u54e1\u304ctflite\u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u6210\u3067\u304d\u308b\u304b\u3069\u3046\u304b\u2026<span style=\"color: #0000ff;\"><strong>\u305c\u3072\u8a66\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\uff01<\/strong><\/span><\/p>\n<p>\u305d\u3057\u3066\u3001\u6210\u529f\u3057\u3066\u3082\u5931\u6557\u3057\u3066\u3082\u7d50\u679c\u3092\u6559\u3048\u3066\u3044\u305f\u3060\u3051\u308b\u3068\u52b1\u307f\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u3067\u306f\uff01<\/p>\n","protected":false},"excerpt":{"rendered":"<p>TensorFlow\u3092Android\u3084iOS\u3067\u4f7f\u3048\u306a\u3044\u304b\u306a\uff1f\u3068\u8abf\u3079\u3066\u307f\u308b\u3068\u3001TensorFlow Lite\u3068\u3044\u3046\u30ad\u30fc\u30ef\u30fc\u30c9\u304c\u898b\u3064\u304b\u308a\u307e\u3059\u3002 \u305d\u3053\u3067TensorFlow Lite\u306b\u3064\u3044\u3066\u8abf\u3079\u3066\u307f\u308b\u3068\u3001\u69d8\u3005\u306a\u7591\u554f\u304c\u6d6e\u304b\u3093\u3067\u306f [&hellip;]<\/p>\n","protected":false},"author":16433,"featured_media":55258,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"swell_btn_cv_data":"","footnotes":""},"categories":[2350],"tags":[1071],"class_list":["post-55188","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-python-study","tag-tensorflow"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u3010TensorFlow\u3011\u30b9\u30de\u30db\u3067\u52d5\u304b\u305b\u308bLite\u3068\u306f\uff1f | \u4f8d\u30a8\u30f3\u30b8\u30cb\u30a2\u30d6\u30ed\u30b0<\/title>\n<meta name=\"description\" content=\"\u3053\u306e\u8a18\u4e8b\u3067\u306f\u300c \u3010TensorFlow\u3011\u30b9\u30de\u30db\u3067\u52d5\u304b\u305b\u308bLite\u3068\u306f\uff1f 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