{"id":12241,"date":"2024-03-13T09:32:11","date_gmt":"2024-03-13T00:32:11","guid":{"rendered":"https:\/\/www.ecomottblog.com\/?p=12241"},"modified":"2024-06-10T11:37:49","modified_gmt":"2024-06-10T02:37:49","slug":"%e6%9c%aa%e6%9d%a5%e3%82%92%e5%88%87%e3%82%8a%e9%96%8b%e3%81%8f%e3%83%9e%e3%83%ab%e3%83%81%e3%83%a2%e3%83%bc%e3%83%80%e3%83%abai%ef%bc%9agpt-4v%e3%81%a8video-llava%e3%81%ab%e3%82%88%e3%82%8b%e5%8b%95","status":"publish","type":"post","link":"https:\/\/www.ecomottblog.com\/?p=12241","title":{"rendered":"\u672a\u6765\u3092\u5207\u308a\u958b\u304f\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebAI\uff1aGPT-4V\u3068Video-LLaVA\u306b\u3088\u308b\u52d5\u753b\u89e3\u6790"},"content":{"rendered":"<p>\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u90e8\u306e\u5165\u6fa4\u3067\u3059\u3002<br \/>\n2022\u5e74\u4ee5\u6765\u3001ChatGPT\u3092\u306f\u3058\u3081\u3068\u3059\u308b\u3044\u308f\u3086\u308b\u300c\u751f\u6210AI\u300d\u306e\u8a71\u984c\u304c\u4e16\u9593\u3092\u9a5a\u304b\u305b\u3066\u3044\u307e\u3059\u3002\u5148\u6708\uff082\u6708\uff0915\u65e5\u306b\u306f\u3001OpenAI\u304b\u3089\u52d5\u753b\u751f\u6210AI(\u30c6\u30ad\u30b9\u30c8\u304b\u3089\u52d5\u753b\u3092\u751f\u6210\u3059\u308b)\u300c<a href=\"https:\/\/openai.com\/sora\">Sora<\/a>\u300d\u304c\u767b\u5834\u3057\u3001\u305d\u306e\u885d\u6483\u7684\u306a\u751f\u6210\u80fd\u529b\u306b\u306f\u6050\u6016\u3059\u3089\u611f\u3058\u307e\u3059\u3002<\/p>\n<p>\u3068\u3053\u308d\u3067\u3001\u7686\u3055\u3093\u306f\u6709\u6599\u7248ChatGPT\u3092\u5229\u7528\u3057\u3066\u3044\u307e\u3059\u304b\u3002<\/p>\n<p>\u3054\u5b58\u3058\u306e\u901a\u308a\u3001\u6709\u6599\u7248ChatGPT\u306f\u9ad8\u3044\u6587\u7ae0\u751f\u6210\u80fd\u529b\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u304c\u3001\u3055\u3089\u306b\u753b\u50cf\u3082\u5165\u529b\u30fb\u751f\u6210\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002\u753b\u50cf\u3068\u30c6\u30ad\u30b9\u30c8\u306e\u3088\u3046\u306b\u7570\u306a\u308b\u30c7\u30fc\u30bf\u3092\u6271\u3048\u308b\u30e2\u30c7\u30eb\u3092\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebAI\u3068\u547c\u3073\u3001\u73fe\u5728\u591a\u304f\u306e\u6ce8\u76ee\u3092\u96c6\u3081\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u305d\u3053\u3067\u4eca\u56de\u306f\u3001\u52d5\u753b\u3068\u30c6\u30ad\u30b9\u30c8\u3092\u6271\u3048\u308b\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebAI\u3092\u4f7f\u3044\u3001\u7c21\u5358\u306a\u52d5\u753b\u8a8d\u8b58\u3092\u3057\u3066\u307f\u3088\u3046\u3068\u601d\u3044\u307e\u3059\uff01<\/p>\n<p><!--more--><\/p>\n<h2>\u305d\u3082\u305d\u3082\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebAI\u3068\u306f<\/h2>\n<p>\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebAI\u306f\u3001\u8907\u6570\u306e\u60c5\u5831(\u30e2\u30c0\u30ea\u30c6\u30a3)\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u51e6\u7406\u3067\u304d\u308bAI\u3092\u6307\u3057\u307e\u3059\u3002\u4eba\u9593\u304c\u8907\u6570\u306e\u611f\u899a\u3067\u60c5\u5831\u3092\u53d6\u5f97\u30fb\u51e6\u7406\u3057\u3066\u3044\u308b\u3088\u3046\u306b\u3001\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebAI\u306f\u3001\u753b\u50cf\u3001\u30c6\u30ad\u30b9\u30c8\u3001\u97f3\u58f0\u306a\u3069\u3092\u540c\u6642\u306b\u6271\u3046\u3053\u3068\u304c\u3067\u304d\u3001\u3088\u308a\u9ad8\u5ea6\u306a\u8a8d\u8b58\u3001\u7406\u89e3\u304c\u3067\u304d\u308b\u3068\u671f\u5f85\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u5bfe\u7167\u7684\u306b\u3001\u30b7\u30f3\u30b0\u30eb\u30e2\u30fc\u30c0\u30ebAI\u306f1\u7a2e\u985e\u306e\u60c5\u5831\u306e\u307f\u3092\u6271\u3044\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u4e00\u822c\u7684\u306a\u753b\u50cf\u8a8d\u8b58\u3084\u6a5f\u68b0\u7ffb\u8a33\u306a\u3069\u304c\u8a72\u5f53\u3057\u3001\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebAI\u3068\u6bd4\u8f03\u3057\u3066\u5358\u7d14\u306a\u30bf\u30b9\u30af\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3069\u3061\u3089\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u63a1\u7528\u3059\u308b\u3079\u304d\u304b\u306f\u3001\u7528\u9014\u3084\u5229\u7528\u53ef\u80fd\u306a\u30c7\u30fc\u30bf\u306e\u7a2e\u985e\u306b\u3088\u308a\u307e\u3059\u304c\u3001GPT-4V\u3084Gemini\u306a\u3069\u306e\u6700\u5148\u7aef\u306eAI\u3067\u3082API\u3092\u53e9\u3051\u3070\u7c21\u5358\u306b\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u3053\u3068\u3067\u3001\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebAI\u3092\u7528\u3044\u305f\u793e\u4f1a\u5b9f\u88c5\u304c\u672c\u683c\u7684\u306b\u9032\u3093\u3067\u3044\u304f\u306e\u3067\u306f\u306a\u3044\u304b\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<h2>\u52d5\u753b\u3068\u30c6\u30ad\u30b9\u30c8\u3092\u6271\u3046\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebAI\u3092\u52d5\u304b\u3059<\/h2>\n<p>\u8907\u6570\u306e\u60c5\u5831\u3092\u6271\u3048\u308b\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebAI\u3067\u3059\u304c\u3001\u4eca\u56de\u306e\u8a18\u4e8b\u3067\u306f\u3001\u52d5\u753b\u3068\u30c6\u30ad\u30b9\u30c8\u3092\u5165\u529b\u3057\u3066\u3001\u30c6\u30ad\u30b9\u30c8\u3092\u51fa\u529b\u3059\u308b\u4ee5\u4e0b\u306e\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebAI\u3092\u52d5\u304b\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n<ul>\n<li>GPT-4V<\/li>\n<li>Video-LLaVA[1]<\/li>\n<\/ul>\n<h3>\u3056\u3063\u304f\u308a\u3068\u5404\u30e2\u30c7\u30eb\u306e\u8aac\u660e<\/h3>\n<h4>GPT-4V\u306b\u3064\u3044\u3066<\/h4>\n<p>GPT-4V\u306f\u3001\u30c6\u30ad\u30b9\u30c8\u3068\u753b\u50cf\u306e\u4e21\u65b9\u3092\u5165\u529b\u3068\u3057\u3066\u53d7\u3051\u53d6\u308a\u3001\u30c6\u30ad\u30b9\u30c8\u3092\u51fa\u529b\u3059\u308b\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebAI\u306e\u4e00\u3064\u3067\u3059\u3002\u753b\u50cf\u81ea\u4f53\u306e\u8aac\u660e\u306f\u3082\u3061\u308d\u3093\u306e\u3053\u3068\u3001\u753b\u50cf\u5185\u306b\u542b\u307e\u308c\u308b\u30c6\u30ad\u30b9\u30c8\u3082\u305d\u3053\u305d\u3053\u8a8d\u8b58\u3057\u3066\u304f\u308c\u307e\u3059\u3002<\/p>\n<p>\u5b9f\u969b\u306b\u8a66\u3057\u3066\u307f\u308b\u3068\u305d\u306e\u51c4\u3055\u304c\u5206\u304b\u308b\u3068\u601d\u3044\u307e\u3059\u304c\u3001\u3053\u306eGPT-4V\u3092\u3088\u308a\u6d3b\u7528\u3059\u308b\u306b\u306f\u3001\u30e2\u30c7\u30eb\u306b\u5165\u529b\u3059\u308b\u30d7\u30ed\u30f3\u30d7\u30c8(\u3053\u306e\u5834\u5408\u30c6\u30ad\u30b9\u30c8\u3068\u753b\u50cf)\u306e\u8cea\u304c\u91cd\u8981\u3068\u306a\u308a\u307e\u3059\u3002\u8a73\u7d30\u306a\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3084\u3044\u304f\u3064\u304b\u306e\u4f8b(few-shot)\u3092\u4e0e\u3048\u308b\u3053\u3068\u3067\u3001GPT-4V\u306f\u3088\u308a\u6b63\u78ba\u306a\u51fa\u529b\u3092\u751f\u6210\u3057\u3066\u304f\u308c\u307e\u3059\u3002\u307e\u305f\u3001GPT-4V\u306e\u753b\u50cf\u8a8d\u8b58\u80fd\u529b\u3092\u3055\u3089\u306b\u5f37\u5316\u3059\u308b\u305f\u3081\u306b\u3001\u753b\u50cf\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u3057\u3066\u3001\u753b\u50cf\u4e0a\u306b\u5404\u7269\u4f53\u306e\u6570\u5b57\u3092\u8a18\u8f09\u3059\u308b\u3053\u3068\u3067\u7269\u4f53\u306e\u95a2\u4fc2\u6027\u3092\u8a8d\u8b58\u3057\u3084\u3059\u304f\u3059\u308bSoM[2]\u3068\u3044\u3046\u624b\u6cd5\u3082\u63d0\u6848\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u8a73\u3057\u3044\u3053\u3068\u306f\u5272\u611b\u3057\u307e\u3059\u304c\u3001\u8208\u5473\u3042\u308b\u65b9\u306f\u662f\u975e\u3001\u8ad6\u6587[2]\u3092\u8aad\u3093\u3067\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p><div id=\"attachment_12352\" style=\"width: 495px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-12352\" class=\"wp-image-12352\" src=\"https:\/\/www.ecomottblog.com\/wp-content\/uploads\/2024\/03\/SoM_1-1024x754.png\" alt=\"\" width=\"485\" height=\"357\"><p id=\"caption-attachment-12352\" class=\"wp-caption-text\">\u753b\u50cf\u5185\u306e\u5404\u7269\u4f53\u306b\u6570\u5b57\u3092\u30de\u30fc\u30af\u3059\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u8a73\u7d30\u306a\u60c5\u5831\u3092\u53d6\u5f97\u3067\u304d\u308b[2]<\/p><\/div>\u305f\u3060\u3001GPT-4(V)\u306f\u8a73\u7d30\u306a\u5b66\u7fd2\u30c7\u30fc\u30bf\u3084\u624b\u9806\u306a\u3069\u306f\u516c\u958b\u3055\u308c\u3066\u304a\u3089\u305a\u3001\u30af\u30ed\u30fc\u30ba\u30c9\u30bd\u30fc\u30b9\u30e2\u30c7\u30eb\u3067\u3082\u3042\u308a\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u5b9f\u969b\u306b\u30d3\u30b8\u30cd\u30b9\u3067\u4f7f\u7528\u3059\u308b\u969b\u306b\u306f\u3001\u5341\u5206\u306a\u691c\u8a3c\u3068\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n<h4>Video-LLaVA<\/h4>\n<p>Video-LLaVA\u306f\u3001\u30c6\u30ad\u30b9\u30c8\u3068\u52d5\u753b(\u753b\u50cf)\u3092\u5165\u529b\u3057\u3001\u30c6\u30ad\u30b9\u30c8\u3092\u51fa\u529b\u3059\u308b\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebAI\u306e\u4e00\u3064\u3067\u3059\u3002\u753b\u50cf\u3068\u52d5\u753b\u30c7\u30fc\u30bf\u304b\u3089\u5b66\u7fd2\u3055\u308c\u3066\u308b\u306e\u3067\u3001\u753b\u50cf\u3068\u52d5\u753b\u306e\u4e21\u65b9\u3092\u7406\u89e3\u3059\u308b\u80fd\u529b\u3092\u6301\u3063\u3066\u304a\u308a\u3001\u3044\u304f\u3064\u304b\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u512a\u308c\u305f\u6027\u80fd\u3092\u9054\u6210\u3057\u305f\u30e2\u30c7\u30eb\u3067\u3059\u3002<\/p>\n<p>Video-LLaVA\u304c\u767a\u8868\u3055\u308c\u305f\u4ee5\u524d\u306b\u3082\u3001\u753b\u50cf\u3068\u52d5\u753b\u3092\u8a8d\u8b58\u3059\u308b\u30e2\u30c7\u30eb\u306f\u3044\u304f\u3064\u304b\u3042\u308a\u307e\u3057\u305f\u304c\u3001\u591a\u304f\u306f\u753b\u50cf\u3068\u52d5\u753b\u3092\u5225\u3005\u306e\u30a8\u30f3\u30b3\u30fc\u30c0\u3067\u5909\u63db\u3057\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u306b\u5165\u529b\u3055\u305b\u308b\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u3068\u3063\u3066\u307e\u3057\u305f\u3002\u4e00\u65b9\u3067\u3001Video-LLaVA\u3067\u306f\u5225\u3005\u306e\u30a8\u30f3\u30b3\u30fc\u30c0\u3092\u4f7f\u7528\u305b\u305a\u306b\u3001LLM\u306b\u5165\u529b\u3059\u308b\u524d\u306b\u3001\u753b\u50cf\u3068\u52d5\u753b\u3092\u95a2\u9023\u4ed8\u3051\u3066(\u30a2\u30e9\u30a4\u30e1\u30f3\u30c8\u3057\u3066)\u3001\u5165\u529b\u3059\u308b\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u3068\u3063\u3066\u3044\u307e\u3059\u3002\u3064\u307e\u308a\u3001\u753b\u50cf\u3068\u52d5\u753b\u3082\u3069\u3061\u3089\u3082\u76ee\u3067\u8a8d\u8b58\u3067\u304d\u308b\u3082\u306e\u3060\u304b\u3089\u3001\u7d71\u4e00\u7684\u306a\u8996\u899a\u7a7a\u9593\u306b\u95a2\u9023\u4ed8\u3051\u3066\u304b\u3089LLM\u306b\u5165\u529b\u3057\u305f\u65b9\u304c\u826f\u3044\u3088\u306d\u3068\u3044\u3046\u304a\u6c17\u6301\u3061\u3067\u3059\u3002\u3053\u3061\u3089\u306fGPT-4V\u3068\u306f\u7570\u306a\u308a\u3001\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<div id=\"attachment_12358\" style=\"width: 310px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-12358\" class=\"size-medium wp-image-12358\" src=\"https:\/\/www.ecomottblog.com\/wp-content\/uploads\/2024\/03\/VideoLLaVA_1-300x247.png\" alt=\"\" width=\"300\" height=\"247\" srcset=\"https:\/\/www.ecomottblog.com\/wp-content\/uploads\/2024\/03\/VideoLLaVA_1-300x247.png 300w, https:\/\/www.ecomottblog.com\/wp-content\/uploads\/2024\/03\/VideoLLaVA_1-260x214.png 260w, https:\/\/www.ecomottblog.com\/wp-content\/uploads\/2024\/03\/VideoLLaVA_1-282x232.png 282w, https:\/\/www.ecomottblog.com\/wp-content\/uploads\/2024\/03\/VideoLLaVA_1.png 497w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><p id=\"caption-attachment-12358\" class=\"wp-caption-text\">Video-LLaVA\u3067\u306f\u3001\u753b\u50cf\u3068\u52d5\u753b\u306e\u95a2\u4fc2\u6027\u3092\u8abf\u6574\u3057\u3001LLM\u306b\u5165\u529b\u3059\u308b\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u3068\u3063\u3066\u3044\u308b[1]<\/p><\/div>\n<h3>\u5b9f\u9a13\u6e96\u5099<\/h3>\n<p>\u3044\u3056\u3001\u305d\u308c\u305e\u308c\u306e\u52d5\u753b\u8a8d\u8b58\u80fd\u529b\u3092\u898b\u3066\u307f\u307e\u3059\uff01<br \/>\n\u3057\u304b\u3057\u3001\u5b9f\u969b\u306b\u306fGPT-4V\u3082Video-LLaVA\u3082\u3001\u52d5\u753b\u305d\u306e\u3082\u306e\u3092\u5165\u529b\u3059\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093&#8230;<\/p>\n<p>\u305d\u308c\u3067\u306f\u3001\u3069\u306e\u3088\u3046\u306b\u52d5\u753b\u8a8d\u8b58\u3092\u3059\u308b\u304b\u3068\u3044\u3046\u3068\u3001\u52d5\u753b\u304b\u3089\u6570\u679a\u306e\u30d5\u30ec\u30fc\u30e0\u3092\u62bd\u51fa\u3057\u30e2\u30c7\u30eb\u306b\u5165\u529b\u3059\u308b\u3053\u3068\u3067\u5b9f\u73fe\u3057\u307e\u3059\u3002Video-LLaVa\u306e\u4e2d\u8eab\u3092\u3088\u304f\u898b\u308b\u3068\u3001\u52d5\u753b\u304b\u30898\u679a\u306e\u30d5\u30ec\u30fc\u30e0\u3092\u62bd\u51fa\u3057\u3066\u4f7f\u7528\u3059\u308b\u3088\u3046\u306a\u306e\u3067\u3001GPT-4V\u306b\u5165\u529b\u3059\u308b\u753b\u50cf\u3082\u305d\u306e8\u679a\u306b\u5408\u308f\u305b\u308b\u3053\u3068\u306b\u3057\u307e\u3059\u3002<\/p>\n<p>(\u52d5\u753b\u5185\u306e\u3069\u306e8\u679a\u3092\u9078\u3076\u304b\u3068\u3044\u3046\u3068\u3001\u52d5\u753b\u306e\u7dcf\u30d5\u30ec\u30fc\u30e0\u6570\u30928\u5206\u5272\u3057\u5404\u5206\u5272\u70b9\u306b\u304a\u3051\u308b\u30d5\u30ec\u30fc\u30e0\u3068\u3057\u3066\u3044\u308b\u3088\u3046\u3067\u3059\u3002\u57f7\u7b46\u6642\u70b9\u3067\u306f\u3001\u7c21\u5358\u306b\u53cd\u6620\u3067\u304d\u306a\u304b\u3063\u305f\u3067\u3059\u304c\u3001\u4eca\u5f8c\u3001\u52d5\u753b\u306e\u3069\u306e\u30d5\u30ec\u30fc\u30e0\u3092\u63a1\u7528\u3059\u308b\u304b\u3092\u67d4\u8edf\u306b\u6307\u5b9a\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u3068\u306e\u3053\u3068\u3067\u3057\u305f\u3002<sup id=\"fnref-12241-1\"><a href=\"#fn-12241-1\">1<\/a><\/sup>)<\/p>\n<h3>\u5b9f\u9a131<\/h3>\n<p>\u4f7f\u7528\u3059\u308b\u52d5\u753b\u4ee5\u4e0b\u3067\u3059\u3002\u306a\u304a\u3001\u5143\u306e\u52d5\u753b<sup id=\"fnref-12241-2\"><a href=\"#fn-12241-2\">2<\/a><\/sup>\u304b\u30898\u679a\u3092\u62bd\u51fa\u3057\u3066\u30011\u79d2\u9593\u306b1\u679a\u8868\u793a\u3055\u308c\u308b\u52d5\u753b\u3068\u3057\u3066\u3044\u307e\u3059\u3002\u5148\u8ff0\u306e\u3068\u304a\u308a\u3001\u30e2\u30c7\u30eb\u306b\u5165\u529b\u3059\u308b\u306e\u306f8\u679a\u306e\u753b\u50cf\u3067\u3059\u3002<\/p>\n<div style=\"width: 500px;\" class=\"wp-video\"><!--[if lt IE 9]><script>document.createElement('video');<\/script><![endif]-->\n<video class=\"wp-video-shortcode\" id=\"video-12241-1\" width=\"500\" height=\"300\" preload=\"metadata\" controls=\"controls\"><source type=\"video\/mp4\" src=\"https:\/\/www.ecomottblog.com\/wp-content\/uploads\/2024\/03\/\u30d1\u30ea\u98a8\u666f.mp4?_=1\" \/><a href=\"https:\/\/www.ecomottblog.com\/wp-content\/uploads\/2024\/03\/\u30d1\u30ea\u98a8\u666f.mp4\">https:\/\/www.ecomottblog.com\/wp-content\/uploads\/2024\/03\/\u30d1\u30ea\u98a8\u666f.mp4<\/a><\/video><\/div>\n<h4>\u30c6\u30ad\u30b9\u30c8\u30d7\u30ed\u30f3\u30d7\u30c8<\/h4>\n<p>\u307e\u305a\u306f\u3001\u4e00\u822c\u7684\u306a\u3053\u3068\u306b\u3064\u3044\u3066\u805e\u3044\u3066\u307f\u307e\u3059\u3002\u30d7\u30ed\u30f3\u30d7\u30c8\u306f\u4ee5\u4e0b\u3068\u3057\u307e\u3057\u305f\u3002<\/p>\n<blockquote><p>\u3053\u308c\u306f\uff0c\u52d5\u753b\u304b\u3089\u9023\u7d9a\u306b\u5207\u308a\u51fa\u3057\u305f\u30d5\u30ec\u30fc\u30e0\u3067\u3059\u3002<br \/>\n\u3053\u306e\u52d5\u753b\u3092\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p><\/blockquote>\n<h4>\u5404\u7d50\u679c<\/h4>\n<blockquote><p>GPT-4V<br \/>\n\u3053\u306e\u52d5\u753b\u306f\u3001\u30d1\u30ea\u306e\u8c61\u5fb4\u7684\u306a\u30a8\u30c3\u30d5\u30a7\u30eb\u5854\u3092\u80cc\u666f\u306b\u3001\u30bb\u30fc\u30cc\u5ddd\u6cbf\u3044\u306e\u9053\u8def\u3092\u8eca\u3067\u79fb\u52d5\u3057\u3066\u3044\u308b\u69d8\u5b50\u3092\u6349\u3048\u305f\u3082\u306e\u3067\u3059\u3002\u753b\u50cf\u306f\u6674\u308c\u305f\u65e5\u306e\u663c\u9593\u306b\u64ae\u5f71\u3055\u308c\u3066\u304a\u308a\u3001\u96f2\u304c\u7a7a\u306b\u6d6e\u304b\u3093\u3067\u3044\u308b\u3082\u306e\u306e\u3001\u65e5\u5dee\u3057\u306f\u660e\u308b\u304f\u3001\u8996\u754c\u306f\u826f\u597d\u3067\u3059\u3002\u30a8\u30c3\u30d5\u30a7\u30eb\u5854\u306f\u9060\u666f\u306b\u305d\u3073\u3048\u7acb\u3061\u3001\u305d\u306e\u72ec\u7279\u306a\u9244\u9aa8\u69cb\u9020\u304c\u306f\u3063\u304d\u308a\u3068\u898b\u3048\u307e\u3059\u3002\u9053\u8def\u306f\u6bd4\u8f03\u7684\u4ea4\u901a\u91cf\u304c\u5c11\u306a\u304f\u3001\u3086\u3063\u305f\u308a\u3068\u3057\u305f\u30c9\u30e9\u30a4\u30d6\u3092\u697d\u3057\u3080\u306e\u306b\u9069\u3057\u3066\u3044\u308b\u3088\u3046\u306b\u898b\u3048\u307e\u3059\u3002\u6cb3\u5cb8\u306b\u306f\u6728\u3005\u304c\u690d\u3048\u3089\u308c\u3066\u304a\u308a\u3001\u90fd\u5e02\u306e\u4e2d\u306b\u3042\u308b\u81ea\u7136\u306e\u606f\u5439\u3092\u611f\u3058\u3055\u305b\u307e\u3059\u3002\u3053\u306e\u52d5\u753b\u306f\u3001\u30d1\u30ea\u306e\u7f8e\u3057\u3044\u666f\u89b3\u3068\u90fd\u5e02\u306e\u96f0\u56f2\u6c17\u3092\u4f1d\u3048\u308b\u306e\u306b\u5f79\u7acb\u3063\u3066\u3044\u307e\u3059\u3002<\/p><\/blockquote>\n<blockquote><p>Video-LLaVA<br \/>\n\u3053\u306e\u52d5\u753b\u306f\u3001\u4eba\u3005\u304c\u81ea\u8ee2\u8eca\u3067\u30d1\u30ea\u306e\u8857\u9053\u3092\u8d70\u308a\u3001\u305d\u306e\u7f8e\u3057\u3044\u666f\u8272\u3092\u697d\u3057\u3093\u3067\u3044\u307e\u3059\u3002<\/p><\/blockquote>\n<p>\u3069\u3061\u3089\u306e\u51fa\u529b\u3082\u3001\u30d1\u30ea\u3067\u3042\u308b\u3053\u3068\u3084\u7f8e\u3057\u3044\u666f\u8272\u3068\u3044\u3046\u70b9\u306f\u3001\u4e0a\u624b\u304f\u6349\u3048\u3089\u308c\u3066\u3044\u307e\u3059\u306d\u3002<br \/>\nGPT-4V\u306e\u307b\u3046\u304c\u3088\u308a\u8a73\u7d30\u306b\u66f8\u304b\u308c\u3066\u3044\u3066\u3001\u6587\u7ae0\u3060\u3051\u3067\u3082\u305d\u306e\u98a8\u666f\u304c\u60f3\u50cf\u3067\u304d\u308b\u304b\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<h3>\u5b9f\u9a132<\/h3>\n<p>\u7d9a\u3044\u3066\u3001\u5225\u306e\u52d5\u753b<sup id=\"fnref2:12241-2\"><a href=\"#fn-12241-2\">2<\/a><\/sup>\u3082\u8a66\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n<div style=\"width: 500px;\" class=\"wp-video\"><video class=\"wp-video-shortcode\" id=\"video-12241-2\" width=\"500\" height=\"300\" preload=\"metadata\" controls=\"controls\"><source type=\"video\/mp4\" src=\"https:\/\/www.ecomottblog.com\/wp-content\/uploads\/2024\/03\/\u30e9\u30f3\u30cb\u30f3\u30b0.mp4?_=2\" \/><a href=\"https:\/\/www.ecomottblog.com\/wp-content\/uploads\/2024\/03\/\u30e9\u30f3\u30cb\u30f3\u30b0.mp4\">https:\/\/www.ecomottblog.com\/wp-content\/uploads\/2024\/03\/\u30e9\u30f3\u30cb\u30f3\u30b0.mp4<\/a><\/video><\/div>\n<h4>\u30c6\u30ad\u30b9\u30c8\u30d7\u30ed\u30f3\u30d7\u30c8<\/h4>\n<p>\u5b9f\u9a131\u306e\u3088\u3046\u306a\u52d5\u753b\u3092\u8aac\u660e\u3055\u305b\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u52d5\u753b\u3092\u7406\u89e3\u3057\u305f\u4e0a\u3067\u3001\u5e83\u544a\u306e\u3088\u3046\u306a\u6587\u7ae0\u3092\u7b54\u3048\u3055\u305b\u308b\u3088\u3046\u306b\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n<blockquote><p>\u3053\u308c\u306f\uff0c\u52d5\u753b\u304b\u3089\u9023\u7d9a\u306b\u5207\u308a\u51fa\u3057\u305f\u30d5\u30ec\u30fc\u30e0\u3067\u3059\uff0e\u3053\u306e\u52d5\u753b\u304b\u3089\u89e6\u767a\u3055\u308c\u308b\u5e83\u544a\u306e\u6587\u7ae0\u3092\u4f5c\u6210\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p><\/blockquote>\n<h4>\u5404\u7d50\u679c<\/h4>\n<blockquote><p>GPT-4V<br \/>\n\u300c\u81ea\u7531\u3078\u306e\u4e00\u6b69\u3092\u8e0f\u307f\u51fa\u305d\u3046\u3002\u6d77\u5cb8\u7dda\u3092\u99c6\u3051\u308b\u3042\u306a\u305f\u306e\u8db3\u5143\u3092\u652f\u3048\u308b\u3001\u5feb\u9069\u3067\u30b9\u30bf\u30a4\u30ea\u30c3\u30b7\u30e5\u306a\u30e9\u30f3\u30cb\u30f3\u30b0\u30b7\u30e5\u30fc\u30ba\u3002\u3069\u3093\u306a\u5730\u5f62\u306b\u3082\u5bfe\u5fdc\u3057\u3001\u3042\u306a\u305f\u306e\u5192\u967a\u5fc3\u3092\u523a\u6fc0\u3059\u308b\u3002\u4eca\u65e5\u304b\u3089\u3001\u9650\u754c\u3092\u8d85\u3048\u3066\u8d70\u308a\u51fa\u305d\u3046\u3002#\u81ea\u7531\u3078\u306e\u4e00\u6b69 #\u30e9\u30f3\u30cb\u30f3\u30b0\u30e9\u30a4\u30d5 #\u30a2\u30c9\u30d9\u30f3\u30c1\u30e3\u30fc\u3092\u611f\u3058\u308b\u300d<\/p><\/blockquote>\n<blockquote><p>Video-LLaVA<br \/>\n\u300c\u904b\u52d5\u3092\u901a\u3058\u3066\u3001\u5fc3\u8eab\u3068\u3082\u306b\u5065\u5eb7\u3092\u7dad\u6301\u3057\u3088\u3046\uff01\u300d<\/p><\/blockquote>\n<p>\u7d50\u679c\u3092\u898b\u308b\u3068\u3001GPT-4V\u3067\u306f\u3001\u30e9\u30f3\u30cb\u30f3\u30b0\u30b7\u30e5\u30fc\u30ba\u3068\u3044\u3063\u305f\u5177\u4f53\u7684\u306a\u5bfe\u8c61\u7269\u306b\u7126\u70b9\u3092\u5f53\u3066\u305f\u30e1\u30c3\u30bb\u30fc\u30b8\u306b\u306a\u3063\u3066\u3044\u308b\u306e\u306b\u5bfe\u3057\u3066\u3001Video-LLaVA\u3067\u306f\u3001\u4e00\u822c\u7684\u306a\u5065\u5eb7\u4fc3\u9032\u306e\u30e1\u30c3\u30bb\u30fc\u30b8\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u305d\u308c\u305e\u308c\u9055\u3046\u89b3\u70b9\u3067\u6587\u7ae0\u304c\u751f\u6210\u3055\u308c\u308b\u306e\u306f\u3001\u3084\u306f\u308a\u4eba\u9593\u306e\u3088\u3046\u306b\u4f1a\u8a71\u3057\u3066\u3044\u308b\u3088\u3046\u3067\u3001\u5927\u5909\u9762\u767d\u3044\u3067\u3059\u306d\u3002\u305f\u3060\u3001\u51fa\u529b\u3055\u308c\u305f\u30c6\u30ad\u30b9\u30c8\u3092\u898b\u308b\u3068\u3001\u753b\u50cf\u4e00\u679a\u3067\u3082\u751f\u6210\u3067\u304d\u305d\u3046\u306a\u611f\u3058\u3082\u3057\u307e\u3059&#8230;<\/p>\n<h2>\u304a\u308f\u308a\u306b<\/h2>\n<p>GPT-4V\u3068Video-LLaVA\u3092\u7528\u3044\u3066\u3001\u7c21\u5358\u306a\u52d5\u753b\u8a8d\u8b58\u3092\u5b9f\u65bd\u3057\u3066\u307f\u307e\u3057\u305f\u3002<br \/>\n\u601d\u3063\u3066\u3044\u305f\u4ee5\u4e0a\u306b\u3001\u52d5\u753b\u3092\u8a8d\u8b58\u3067\u304d\u3066\u3044\u305f\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n<p>\u73fe\u72b6\u306e\u8ab2\u984c\u3068\u3057\u3066\u3001\u3046\u307e\u304f\u751f\u6210\u3067\u304d\u306a\u3044\u5834\u5408\u304c\u3042\u308b\u3053\u3068(\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3)\u3084\u52d5\u753b\u306e\u3059\u3079\u3066\u306e\u30d5\u30ec\u30fc\u30e0\u3092\u4f7f\u7528\u3057\u3066\u3044\u306a\u3044\u306a\u3069\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u6025\u901f\u306b\u6210\u9577\u3057\u3066\u3044\u308b\u5206\u91ce\u306e\u305f\u3081\u3001\u3059\u3050\u306b\u3067\u3082\u6539\u5584\u3055\u308c\u305f\u65b0\u3057\u3044\u30e2\u30c7\u30eb\u304c\u767a\u8868\u3055\u308c\u308b\u304b\u3068\u601d\u3044\u307e\u3059\uff01<\/p>\n<p>\u5f15\u7d99\u304e\u8abf\u67fb\u3092\u9032\u3081\u308b\u3068\u5171\u306b\u3001\u30a8\u30b3\u30e2\u30c3\u30c8\u306e\u5f37\u307f\u3067\u3042\u308b\u300c\u3064\u306a\u3052\u308b\u529b\u300d\u3092\u591a\u69d8\u306a\u30c7\u30fc\u30bf\u307e\u3067\u62e1\u5f35\u3057\u3001\u65b0\u305f\u306a\u4fa1\u5024\u3092\u63d0\u4f9b\u3067\u304d\u308b\u3088\u3046\u3001\u5730\u9053\u306b\u9811\u5f35\u3063\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<h2>\u53c2\u8003\u6587\u732e<\/h2>\n<p>[1]\uff1a<a href=\"https:\/\/arxiv.org\/abs\/2311.10122\">Video-LLaVA: Learning United Visual Representation by Alignment Before Projection<\/a><br \/>\n[2]\uff1a<a href=\"https:\/\/som-gpt4v.github.io\/\">SoM : Set-of-Mark Prompting Unleashes Extraordinary Visual Grounding in GPT-4V<\/a><\/p>\n<div class=\"footnotes\">\n<hr \/>\n<ol>\n<li id=\"fn-12241-1\">\n<a href=\"https:\/\/github.com\/PKU-YuanGroup\/Video-LLaVA\/issues\/17\">[Question] Would it be possible to provide which 8 frames Video-LLaVA should use?<\/a>&#160;<a href=\"#fnref-12241-1\">&#8617;<\/a>\n<\/li>\n<li id=\"fn-12241-2\">\n<a href=\"https:\/\/www.pexels.com\/ja-jp\/\">Pexels<\/a>\u306e\u52d5\u753b\u7d20\u6750\u3092\u5229\u7528\u3055\u305b\u3066\u3044\u305f\u3060\u304d\u307e\u3057\u305f\u3002&#160;<a href=\"#fnref-12241-2\">&#8617;<\/a> <a href=\"#fnref2:12241-2\">&#8617;<\/a>\n<\/li>\n<\/ol>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u90e8\u306e\u5165\u6fa4\u3067\u3059\u3002 2022\u5e74\u4ee5\u6765\u3001ChatGPT\u3092\u306f\u3058\u3081\u3068\u3059\u308b\u3044\u308f\u3086\u308b\u300c\u751f\u6210AI\u300d\u306e\u8a71\u984c\u304c\u4e16\u9593\u3092\u9a5a\u304b\u305b\u3066\u3044\u307e\u3059\u3002\u5148\u6708\uff082\u6708\uff0915\u65e5\u306b\u306f\u3001OpenAI\u304b\u3089\u52d5\u753b\u751f\u6210AI(\u30c6\u30ad\u30b9\u30c8\u304b\u3089\u52d5\u753b\u3092\u751f\u6210\u3059\u308b)\u300cSor [&hellip;]<\/p>\n","protected":false},"author":103,"featured_media":12245,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[27],"tags":[45,169,186,192,185,85],"_links":{"self":[{"href":"https:\/\/www.ecomottblog.com\/index.php?rest_route=\/wp\/v2\/posts\/12241"}],"collection":[{"href":"https:\/\/www.ecomottblog.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.ecomottblog.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.ecomottblog.com\/index.php?rest_route=\/wp\/v2\/users\/103"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ecomottblog.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=12241"}],"version-history":[{"count":139,"href":"https:\/\/www.ecomottblog.com\/index.php?rest_route=\/wp\/v2\/posts\/12241\/revisions"}],"predecessor-version":[{"id":13546,"href":"https:\/\/www.ecomottblog.com\/index.php?rest_route=\/wp\/v2\/posts\/12241\/revisions\/13546"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.ecomottblog.com\/index.php?rest_route=\/wp\/v2\/media\/12245"}],"wp:attachment":[{"href":"https:\/\/www.ecomottblog.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=12241"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.ecomottblog.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=12241"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.ecomottblog.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=12241"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}