{"id":642,"date":"2021-01-21T13:12:00","date_gmt":"2021-01-21T04:12:00","guid":{"rendered":"https:\/\/arithmer.blog\/?p=642"},"modified":"2022-03-08T15:44:50","modified_gmt":"2022-03-08T06:44:50","slug":"dynamics-technology-introduction-seminar","status":"publish","type":"post","link":"https:\/\/arithmer.blog\/blog\/dynamics-technology-introduction-seminar","title":{"rendered":"Dynamics \u6280\u8853\u7d39\u4ecb\u30bb\u30df\u30ca\u30fc"},"content":{"rendered":"\n<p class=\"has-small-font-size\">\u672c\u8cc7\u6599\u306f2021\u5e741\u670821\u65e5\u306b\u793e\u5185\u5171\u6709\u8cc7\u6599\u3068\u3057\u3066\u5c55\u958b\u3057\u3066\u3044\u305f\u3082\u306e\u3092WEB\u30da\u30fc\u30b8\u5411\u3051\u306b\u30ea\u30cb\u30e5\u30fc\u30a2\u30eb\u3057\u305f\u5185\u5bb9\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"has-medium-font-size wp-block-heading\" id=\"\u52d5\u753b-\u89e3\u6790-\u3068\u306f\u3069\u3046\u3044\u3046\u3082\u306e\u304b\"><strong>\u25a0\u52d5\u753b(\u89e3\u6790)\u3068\u306f\u3069\u3046\u3044\u3046\u3082\u306e\u304b\uff1f<\/strong><\/h3>\n\n\n\n<p style=\"font-size:18px\"><strong>\u52d5\u753b<\/strong><\/p>\n\n\n\n<ul style=\"font-size:16px\"><li>\u9023\u7d9a\u7684\u306b\u898b\u308b\u3068\u6b8b\u50cf\u52b9\u679c\u3067\u52d5\u3044\u3066\u3044\u308b\u3088\u3046\u306b\u898b\u3048\u308b\u5c11\u3057\u305a\u3064\u5909\u5316\u3055\u305b\u305f\u4e00\u3064\u306a\u304c\u308a\u306e\u753b\u50cf\u3002<\/li><li>\u6620\u753b\u30fb\u30a2\u30cb\u30e1\u30fc\u30b7\u30e7\u30f3\u3084\u30d3\u30c7\u30aa\u30ab\u30e1\u30e9\u3067\u64ae\u5f71\u3057\u305f\u6620\u50cf\u306a\u3069\u3002(\u30c7\u30b8\u30bf\u30eb\u5927\u8f9e\u6cc9)<\/li><\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1024\" height=\"232\" src=\"https:\/\/arithmer.blog\/wp-content\/uploads\/2022\/02\/NS20210121_01.png\" alt=\"\" class=\"wp-image-647\" srcset=\"https:\/\/arithmer.blog\/wp-content\/uploads\/2022\/02\/NS20210121_01.png 1024w, https:\/\/arithmer.blog\/wp-content\/uploads\/2022\/02\/NS20210121_01-300x68.png 300w, https:\/\/arithmer.blog\/wp-content\/uploads\/2022\/02\/NS20210121_01-768x174.png 768w, https:\/\/arithmer.blog\/wp-content\/uploads\/2022\/02\/NS20210121_01-304x69.png 304w\" sizes=\"(max-width: 1024px) 100vw, 1024px\"><\/figure>\n\n\n\n<h3 class=\"has-medium-font-size wp-block-heading\" id=\"dynamics\u306e\u6240\u6709\u3059\u308b\u6280\u8853\"><strong>\u25a0Dynamics\u306e\u6240\u6709\u3059\u308b\u6280\u8853<\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1024\" height=\"413\" src=\"https:\/\/arithmer.blog\/wp-content\/uploads\/2022\/02\/NS20210121_02.png\" alt=\"\" class=\"wp-image-648\" srcset=\"https:\/\/arithmer.blog\/wp-content\/uploads\/2022\/02\/NS20210121_02.png 1024w, https:\/\/arithmer.blog\/wp-content\/uploads\/2022\/02\/NS20210121_02-300x121.png 300w, https:\/\/arithmer.blog\/wp-content\/uploads\/2022\/02\/NS20210121_02-768x310.png 768w, https:\/\/arithmer.blog\/wp-content\/uploads\/2022\/02\/NS20210121_02-304x123.png 304w\" sizes=\"(max-width: 1024px) 100vw, 1024px\"><\/figure>\n\n\n\n<h3 class=\"has-medium-font-size wp-block-heading\" id=\"\u904b\u8ee2\u652f\u63f4\u30d1\u30c3\u30b1\u30fc\u30b8\"><strong>\u25a0\u904b\u8ee2\u652f\u63f4\u30d1\u30c3\u30b1\u30fc\u30b8<\/strong><\/h3>\n\n\n\n<p style=\"font-size:18px\"><mark style=\"background-color:#ff6900\" class=\"has-inline-color has-white-color\"><strong>\u4e57\u7528\u8eca\u30fb\u5927\u578b\u8eca\u4e21\u306b\u304a\u3051\u308b\u5468\u56f2\u306e\u5371\u967a\u3092\u691c\u77e5<\/strong><\/mark><\/p>\n\n\n\n<ul style=\"font-size:16px\"><li>\u8eca\u306e\u30d5\u30ed\u30f3\u30c8\u3001\u30b5\u30a4\u30c9\u753b\u50cf\u304b\u3089\u4eba\u3001\u81ea\u8ee2\u8eca\u306a\u3069\u3092\u691c\u77e5\u3057\uff0c\u3042\u308b\u7bc4\u56f2\u306b\u5165\u3063\u305f\u3068\u304d\u306b\u5371\u967a\u3068\u5224\u5b9a\u3002<\/li><li>\u30a2\u30e9\u30fc\u30c8\u306b\u3088\u308b\u901a\u77e5\u306e\u4ed6\uff0c\u5371\u967a\u304c\u3042\u3063\u305f\u7b87\u6240\u3092\u96c6\u7d04\u3057\u3066Dynamical Hazard Map\u3092\u4f5c\u6210 \u53ef\u80fd\u3002<\/li><li>\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u306e\u89e3\u6790\u30fb\u64ae\u308a\u305f\u3081\u305f\u52d5\u753b\u306b \u5bfe\u3059\u308b\u4e8b\u5f8c\u89e3\u6790\u306e\u4e21\u65b9\u304c\u53ef\u80fd\u3002<\/li><li>Android \u3084Jetson Nano\u306a\u3069\uff0c\u30a8\u30c3\u30b8\u30c7\u30d0\u30a4 \u30b9\u3067\u3082\u4f7f\u7528\u53ef\u80fd\u3002<\/li><\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1024\" height=\"247\" src=\"https:\/\/arithmer.blog\/wp-content\/uploads\/2022\/02\/NS20210121_03.png\" alt=\"\" class=\"wp-image-649\" srcset=\"https:\/\/arithmer.blog\/wp-content\/uploads\/2022\/02\/NS20210121_03.png 1024w, https:\/\/arithmer.blog\/wp-content\/uploads\/2022\/02\/NS20210121_03-300x72.png 300w, https:\/\/arithmer.blog\/wp-content\/uploads\/2022\/02\/NS20210121_03-768x185.png 768w, https:\/\/arithmer.blog\/wp-content\/uploads\/2022\/02\/NS20210121_03-304x73.png 304w\" sizes=\"(max-width: 1024px) 100vw, 1024px\"><\/figure>\n\n\n\n<p style=\"font-size:18px\"><strong><mark style=\"background-color:#ff6900\" class=\"has-inline-color has-white-color\">\u5f37\u307f<\/mark><\/strong><\/p>\n\n\n\n<ul style=\"font-size:16px\"><li>(Smartphone as an edge) \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u89e3\u6790\u3067\u306f\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3 (Android)\u3092\u30a8\u30c3\u30b8\u30c7\u30d0\u30a4\u30b9\u3068\u3057\u3066\u5229\u7528\u53ef\u80fd\u3067\u3042\u308a\u5c0e\u5165\u30b3\u30b9\u30c8\u304c\u4f4e\u3044\u3002<\/li><li>\u5927\u578b\u8eca\u4e21\u306e\u30b5\u30a4\u30c9\u3082\u5916\u90e8\u30ab\u30e1\u30e9\u63a5\u7d9a\u306b\u3088\u308a \u5bfe\u5fdc\u53ef\u80fd\u3067\u3042\u308b\u3002<\/li><\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1024\" height=\"408\" src=\"https:\/\/arithmer.blog\/wp-content\/uploads\/2022\/02\/NS20210121_04.png\" alt=\"\" class=\"wp-image-650\" srcset=\"https:\/\/arithmer.blog\/wp-content\/uploads\/2022\/02\/NS20210121_04.png 1024w, https:\/\/arithmer.blog\/wp-content\/uploads\/2022\/02\/NS20210121_04-300x120.png 300w, https:\/\/arithmer.blog\/wp-content\/uploads\/2022\/02\/NS20210121_04-768x306.png 768w, https:\/\/arithmer.blog\/wp-content\/uploads\/2022\/02\/NS20210121_04-304x121.png 304w\" sizes=\"(max-width: 1024px) 100vw, 1024px\"><\/figure>\n\n\n\n<h3 class=\"has-medium-font-size wp-block-heading\" id=\"\u6df1\u5c64\u5b66\u7fd2\u3068\u306f-\u7269\u4f53\u691c\u51fa\u306e\u5834\u5408\"><strong>\u25a0\u6df1\u5c64\u5b66\u7fd2\u3068\u306f\uff1f (\u7269\u4f53\u691c\u51fa\u306e\u5834\u5408)<\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1024\" height=\"347\" src=\"https:\/\/arithmer.blog\/wp-content\/uploads\/2022\/02\/NS20210121_05.png\" alt=\"\" class=\"wp-image-651\" srcset=\"https:\/\/arithmer.blog\/wp-content\/uploads\/2022\/02\/NS20210121_05.png 1024w, https:\/\/arithmer.blog\/wp-content\/uploads\/2022\/02\/NS20210121_05-300x102.png 300w, https:\/\/arithmer.blog\/wp-content\/uploads\/2022\/02\/NS20210121_05-768x260.png 768w, https:\/\/arithmer.blog\/wp-content\/uploads\/2022\/02\/NS20210121_05-304x103.png 304w\" sizes=\"(max-width: 1024px) 100vw, 1024px\"><\/figure>\n\n\n\n<ul style=\"font-size:16px\"><li>\u6c4e\u5316: \u30c6\u30b9\u30c8\u30c7\u30fc\u30bf\u3067\u5b66\u7fd2\u3092\u3055\u305b\u308b\u3068(\u30c6\u30b9\u30c8\u30c7\u30fc\u30bf\u3068\u540c\u3058\u78ba\u7387\u5206\u5e03\u304b\u3089\u5f97\u3089\u308c\u308b)\u30c6\u30b9\u30c8\u30c7\u30fc\u30bf\u306b\u306a\u3044\u30c7\u30fc\u30bf\u3067 \u3082\u7cbe\u5ea6\u306e\u826f\u3044\u51fa\u529b\u304c\u51fa\u305b\u308b\u3002<\/li><li>\u7269\u4f53\u691c\u51fa\u30e2\u30c7\u30eb\u3068\u3057\u3066\u3088\u304f\u4f7f\u3063\u3066\u3044\u308b\u3082\u306e: SSD, yolo, CenterNet<\/li><\/ul>\n\n\n\n<h3 class=\"has-medium-font-size wp-block-heading\" id=\"\u7269\u4f53\u691c\u51fa\u30e2\u30c7\u30eb\u3092\u5927\u307e\u304b\u306b\u7406\u89e3\u3059\u308b-yolo\"><strong>\u25a0\u7269\u4f53\u691c\u51fa\u30e2\u30c7\u30eb\u3092\u5927\u307e\u304b\u306b\u7406\u89e3\u3059\u308b: yolo<\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1024\" height=\"309\" src=\"https:\/\/arithmer.blog\/wp-content\/uploads\/2022\/02\/NS20210121_06.png\" alt=\"\" class=\"wp-image-652\" srcset=\"https:\/\/arithmer.blog\/wp-content\/uploads\/2022\/02\/NS20210121_06.png 1024w, https:\/\/arithmer.blog\/wp-content\/uploads\/2022\/02\/NS20210121_06-300x91.png 300w, https:\/\/arithmer.blog\/wp-content\/uploads\/2022\/02\/NS20210121_06-768x232.png 768w, https:\/\/arithmer.blog\/wp-content\/uploads\/2022\/02\/NS20210121_06-304x92.png 304w\" sizes=\"(max-width: 1024px) 100vw, 1024px\"><\/figure>\n\n\n\n<ul style=\"font-size:16px\"><li>\u753b\u50cf\u3092\u7c97\u3044\u30b0\u30ea\u30c3\u30c9\u306b\u5207\u308b\u3002<\/li><li>\u5404\u30b0\u30ea\u30c3\u30c9\u306b\u5bfe\u3057\u3066\uff0c\u305d\u306e\u30b0\u30ea\u30c3\u30c9\u3092\u4e2d\u5fc3\u3068\u3059\u308b\u3088\u3046\u306a\u30d0\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u30dc\u30c3\u30af\u30b9\u306e\u5019\u88dc\u3092\u4f5c\u3063\u3066\u304a\u304f\u3002<\/li><li>\u5404\u30d0\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u30dc\u30c3\u30af\u30b9\u306b\u3064\u3044\u3066\uff0c\u6b21\u3092\u51fa\u529b\u3059\u308b\u3088\u3046\u306a\u6df1\u5c64\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u4f5c\u308b\u3002<ul><li>\u305d\u306e\u30d0\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u30dc\u30c3\u30af\u30b9\u306b\u7269\u4f53\u304c\u3042\u308b\u78ba\u7387<\/li><li>\u7269\u4f53\u304c\u3042\u308b\u5834\u5408\uff0c\u305d\u308c\u304c\u3069\u306e\u30af\u30e9\u30b9\u306b\u5c5e\u3059\u308b\u304b\u306e(\u6761\u4ef6\u4ed8\u304d)\u78ba\u7387<\/li><\/ul><\/li><li>\u4f7f\u3046\u3068\u304d\u306f\u30d0\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u30dc\u30c3\u30af\u30b9\u306b<br>\u7269\u4f53\u304c\u3042\u308b\u78ba\u7387\u00d7\u5404\u30af\u30e9\u30b9\u306b\u5c5e\u3059\u308b(\u6761\u4ef6\u4ed8\u304d)\u78ba\u7387\u304c\u6307\u5b9a\u3057\u305f\u5024\u3088\u308a\u5927\u304d\u3044\u30d0\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u30dc\u30c3\u30af\u30b9\u3068\u5206\u985e\u30af\u30e9\u30b9\u3092\u9078\u3076\u3002<\/li><\/ul>\n\n\n\n<p class=\"has-text-align-center has-small-font-size\">Redmon, J., Divvala, S., Girshick, R., &amp; Farhadi, A. (2016). You only look once: Unified, real-time object detection. In Proceedings of the IEEE conference on computer vision and pattern recognition (pp. 779-788).<\/p>\n\n\n\n<h3 class=\"has-medium-font-size wp-block-heading\" id=\"\u7269\u4f53\u691c\u51fa\u30e2\u30c7\u30eb\u3092\u5927\u307e\u304b\u306b\u7406\u89e3\u3059\u308b-ssd\"><strong>\u25a0\u7269\u4f53\u691c\u51fa\u30e2\u30c7\u30eb\u3092\u5927\u307e\u304b\u306b\u7406\u89e3\u3059\u308b: SSD<\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1024\" height=\"197\" src=\"https:\/\/arithmer.blog\/wp-content\/uploads\/2022\/02\/NS20210121_07.png\" alt=\"\" class=\"wp-image-653\" srcset=\"https:\/\/arithmer.blog\/wp-content\/uploads\/2022\/02\/NS20210121_07.png 1024w, https:\/\/arithmer.blog\/wp-content\/uploads\/2022\/02\/NS20210121_07-300x58.png 300w, https:\/\/arithmer.blog\/wp-content\/uploads\/2022\/02\/NS20210121_07-768x148.png 768w, https:\/\/arithmer.blog\/wp-content\/uploads\/2022\/02\/NS20210121_07-304x58.png 304w\" sizes=\"(max-width: 1024px) 100vw, 1024px\"><\/figure>\n\n\n\n<ul style=\"font-size:16px\"><li>\u57fa\u672c\u7684\u306a\u8003\u3048\u65b9\u306fyolo\u3068\u307b\u307c\u540c\u3058\u3002<\/li><li>\u305f\u3060\u3057yolo\u3067\u306f\u4e88\u3081\u30b0\u30ea\u30c3\u30c9\u306e\u5207\u308a\u65b9\u3092\u56fa\u5b9a\u3057\u3066\u3044\u308b\u306e\u306b\u5bfe\u3057\u3066SSD\u3067\u306f\u7c97\u3044\u30b9\u30b1\u30fc\u30eb\u304b\u3089\u7d30\u304b\u3044\u30b9\u30b1\u30fc\u30eb\u307e\u3067\u30b0\u30ea\u30c3\u30c9\u306e\u5207\u308a\u65b9\u3092\u8907\u6570\u7528\u610f\u3059\u308b\u3002<\/li><li>\u5404\u30b9\u30b1\u30fc\u30eb\u3054\u3068\u306b\uff0c\u7528\u610f\u3059\u308b\u30d0\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u30dc\u30c3\u30af\u30b9\u306e\u5927\u304d\u3055\u3082\u5909\u308f\u308b\u3002<br>\u3053\u3046\u3059\u308b\u3053\u3068\u3067\u5927\u304d\u306a\u7269\u4f53\u3082\u5c0f\u3055\u306a\u7269\u4f53\u3082\u691c\u77e5\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u3002<\/li><\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1024\" height=\"164\" src=\"https:\/\/arithmer.blog\/wp-content\/uploads\/2022\/02\/NS20210121_08.png\" alt=\"\" class=\"wp-image-654\" srcset=\"https:\/\/arithmer.blog\/wp-content\/uploads\/2022\/02\/NS20210121_08.png 1024w, https:\/\/arithmer.blog\/wp-content\/uploads\/2022\/02\/NS20210121_08-300x48.png 300w, https:\/\/arithmer.blog\/wp-content\/uploads\/2022\/02\/NS20210121_08-768x123.png 768w, https:\/\/arithmer.blog\/wp-content\/uploads\/2022\/02\/NS20210121_08-304x49.png 304w\" sizes=\"(max-width: 1024px) 100vw, 1024px\"><\/figure>\n\n\n\n<p style=\"font-size:18px\"><mark style=\"background-color:#ff6900\" class=\"has-inline-color has-white-color\"><strong>\u8efd\u91cf\u5316\u304c\u3084\u308a\u3084\u3059\u3044\u53cd\u9762\uff0c\u51fa\u529b\u3068\u306a\u308b\u30d0\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u30dc\u30c3\u30af\u30b9\u306f(\u52d5\u753b\u3068\u3057\u3066\u898b\u308b\u3068)\u3076\u308c\u3084\u3059\u3044\u3002<\/strong><\/mark><\/p>\n\n\n\n<ul style=\"font-size:16px\"><li>\u5404\u30b9\u30b1\u30fc\u30eb\u306e\u7279\u5fb4\u91cf\u306b\u5408\u308f\u305b\u3066\u5404\u30d0\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u30dc\u30c3\u30af\u30b9\u306e\u78ba\u5ea6\u3092\u51fa\u529b<\/li><\/ul>\n\n\n\n<p class=\"has-text-align-center has-small-font-size\">Liu, W., Anguelov, D., Erhan, D., Szegedy, C., Reed, S., Fu, C. Y., &amp; Berg, A. C. (2016, October). SSD: Single shot multibox detector. In European conference on computer vision (pp. 21-37). Springer, Cham.<\/p>\n\n\n\n<h3 class=\"has-medium-font-size wp-block-heading\" id=\"\u7269\u4f53\u691c\u51fa\u30e2\u30c7\u30eb\u3092\u5927\u307e\u304b\u306b\u7406\u89e3\u3059\u308b-centernet\"><strong>\u25a0\u7269\u4f53\u691c\u51fa\u30e2\u30c7\u30eb\u3092\u5927\u307e\u304b\u306b\u7406\u89e3\u3059\u308b: CenterNet<\/strong><\/h3>\n\n\n\n<ul style=\"font-size:16px\"><li>\u30d0\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u30dc\u30c3\u30af\u30b9\u306e\u5019\u88dc\u3092\u524d\u3082\u3063\u3066\u6307\u5b9a\u3057\u306a\u3044\u3002<\/li><li>\u30d0\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u30dc\u30c3\u30af\u30b9\u3092\u300c\u4e2d\u5fc3\uff0b\u5e45\uff0b\u9ad8\u3055\u300d\u3067\u8868\u73fe\u3059\u308b\u3002<\/li><li>\u5404\u30af\u30e9\u30b9\u3054\u3068\u306b\uff0c\u305d\u306e\u753b\u50cf\u306e\u4e2d\u3067\u30d0\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u30dc\u30c3\u30af\u30b9\u306e\u4e2d\u5fc3\u304c\u3042\u308b\u78ba\u7387\u3092(\u7c97\u3044\u30b0\u30ea\u30c3\u30c9\u306e)\u30d2\u30fc\u30c8\u30de\u30c3\u30d7\u3067\u51fa\u529b\u3059\u308b\u3002<\/li><li>\u305d\u308c\u3068\u306f\u5225\u306b\u30d0\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u30dc\u30c3\u30af\u30b9\u306e\u5e45\u3068\u9ad8\u3055\u3082\u6570\u5024\u3068\u3057\u3066\u51fa\u529b\u3002<\/li><li>\u4ed6\u306b\u3082\u30b3\u30b9\u30c8\u95a2\u6570\u306e\u4f5c\u308a\u65b9\u306a\u3069\u3067\u8272\u3005\u5de5\u592b\u3057\u3066\u3044\u308b\u3002<\/li><\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1024\" height=\"423\" src=\"https:\/\/arithmer.blog\/wp-content\/uploads\/2022\/02\/NS20210121_09.png\" alt=\"\" class=\"wp-image-655\" srcset=\"https:\/\/arithmer.blog\/wp-content\/uploads\/2022\/02\/NS20210121_09.png 1024w, https:\/\/arithmer.blog\/wp-content\/uploads\/2022\/02\/NS20210121_09-300x124.png 300w, https:\/\/arithmer.blog\/wp-content\/uploads\/2022\/02\/NS20210121_09-768x317.png 768w, https:\/\/arithmer.blog\/wp-content\/uploads\/2022\/02\/NS20210121_09-304x126.png 304w\" sizes=\"(max-width: 1024px) 100vw, 1024px\"><\/figure>\n\n\n\n<p style=\"font-size:18px\"><strong><mark style=\"background-color:#ff6900\" class=\"has-inline-color has-white-color\">\u5b66\u7fd2\u30fb\u691c\u77e5\u901f\u5ea6\u3082\u65e9\u304f\u7cbe\u5ea6\u3082\u826f\u3044\u3002\u30d6\u30ec\u3082\u5c11\u306a\u304f\u5b9f\u7528\u6027\u304c\u9ad8\u3044\u3002<\/mark><\/strong><\/p>\n\n\n\n<p class=\"has-text-align-center has-small-font-size\">Zhou, X., Wang, D., &amp; Kr\u00e4henb\u00fchl, P. (2019). Objects as points. arXiv preprint arXiv:1904.07850.<\/p>\n\n\n\n<h3 class=\"has-medium-font-size wp-block-heading\" id=\"optical-flow\"><strong>\u25a0Optical Flow<\/strong><\/h3>\n\n\n\n<ul style=\"font-size:16px\"><li>2\u3064\u306e\u9023\u7d9a\u3059\u308b\u753b\u50cf\u306e\u9593\u3067\u70b9\u304c\u3069\u306e\u3088\u3046\u306b\u52d5\u3044\u305f\u304b\u3092\u63a8\u5b9a\u3059\u308b\u3002<\/li><li>2\u3064\u306e\u753b\u50cf\u5185\u306e\u7279\u5fb4\u70b9\u3092\u6bd4\u8f03\u3057\u3066\u7d50\u3073\u3064\u3051\u308b\u3002<\/li><li>\u4ee5\u4e0b\u306e\u4eee\u5b9a\u306e\u3082\u3068\u3067\u79fb\u52d5\u91cf\u3092\u8a08\u7b97\u3059\u308b\u3002<ul><li>\u9023\u7d9a\u3059\u308b\u30d5\u30ec\u30fc\u30e0\u9593\u3067\u660e\u308b\u3055\u306f\u5909\u308f\u3089\u306a\u3044\u3002<\/li><li>\u96a3\u63a5\u3059\u308b\u30d4\u30af\u30bb\u30eb\u306f\u4f3c\u305f\u3088\u3046\u306b\u52d5\u304f\u3002<\/li><\/ul><\/li><\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1024\" height=\"320\" src=\"https:\/\/arithmer.blog\/wp-content\/uploads\/2022\/02\/NS20210121_10.png\" alt=\"\" class=\"wp-image-656\" srcset=\"https:\/\/arithmer.blog\/wp-content\/uploads\/2022\/02\/NS20210121_10.png 1024w, https:\/\/arithmer.blog\/wp-content\/uploads\/2022\/02\/NS20210121_10-300x94.png 300w, https:\/\/arithmer.blog\/wp-content\/uploads\/2022\/02\/NS20210121_10-768x240.png 768w, https:\/\/arithmer.blog\/wp-content\/uploads\/2022\/02\/NS20210121_10-304x95.png 304w\" sizes=\"(max-width: 1024px) 100vw, 1024px\"><\/figure>\n\n\n\n<p style=\"font-size:18px\"><strong><mark style=\"background-color:#ff6900\" class=\"has-inline-color has-white-color\">\u305f\u3060\u3057\u7d76\u5bfe\u7684\u306a\u901f\u5ea6\u306f\u5f97\u3089\u308c\u305a\u5468\u56f2\u306e\u74b0\u5883\u306b\u3082\u4f9d\u5b58\u3059\u308b\u306e\u3067GPS\u306a\u3069\u304c\u4f7f\u3048\u308b\u5834\u5408\u306f\u305d\u3061\u3089\u3092\u512a\u5148\u3057 \u305f\u307b\u3046\u304c\u3044\u3044\u3002<\/mark><\/strong><\/p>\n\n\n\n<h3 class=\"has-medium-font-size wp-block-heading\" id=\"\u904b\u8ee2\u624b\u691c\u77e5\u6280\u8853\"><strong>\u25a0\u904b\u8ee2\u624b\u691c\u77e5\u6280\u8853<\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1024\" height=\"456\" src=\"https:\/\/arithmer.blog\/wp-content\/uploads\/2022\/02\/NS20210121_11.png\" alt=\"\" class=\"wp-image-645\" srcset=\"https:\/\/arithmer.blog\/wp-content\/uploads\/2022\/02\/NS20210121_11.png 1024w, https:\/\/arithmer.blog\/wp-content\/uploads\/2022\/02\/NS20210121_11-300x134.png 300w, https:\/\/arithmer.blog\/wp-content\/uploads\/2022\/02\/NS20210121_11-768x342.png 768w, https:\/\/arithmer.blog\/wp-content\/uploads\/2022\/02\/NS20210121_11-304x135.png 304w\" sizes=\"(max-width: 1024px) 100vw, 1024px\"><\/figure>\n\n\n\n<h3 class=\"has-medium-font-size wp-block-heading\" id=\"\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\"><strong>\u25a0\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9<\/strong><\/h3>\n\n\n\n<p style=\"font-size:16px\"><a href=\"https:\/\/arithmer.blog\/wp-content\/uploads\/2021\/01\/16_Dynamics\u6280\u8853\u7d39\u4ecb\u30bb\u30df\u30ca\u30fc.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Dynamics \u6280\u8853\u7d39\u4ecb\u30bb\u30df\u30ca\u30fc.pdf<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u672c\u8cc7\u6599\u306f2021\u5e741\u670821\u65e5\u306b\u793e\u5185\u5171\u6709\u8cc7\u6599\u3068\u3057\u3066\u5c55\u958b\u3057\u3066\u3044\u305f\u3082\u306e\u3092WEB\u30da\u30fc\u30b8\u5411\u3051\u306b\u30ea\u30cb\u30e5\u30fc\u30a2\u30eb\u3057\u305f\u5185\u5bb9\u306b\u306a\u308a\u307e\u3059\u3002 \u25a0\u52d5\u753b(\u89e3\u6790)\u3068\u306f\u3069\u3046\u3044\u3046\u3082\u306e\u304b\uff1f \u52d5\u753b \u9023\u7d9a\u7684\u306b\u898b\u308b\u3068\u6b8b\u50cf\u52b9\u679c\u3067\u52d5\u3044\u3066\u3044\u308b\u3088\u3046\u306b\u898b\u3048\u308b\u5c11\u3057\u305a\u3064\u5909\u5316\u3055 &#8230; <\/p>\n","protected":false},"author":3,"featured_media":646,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[13],"tags":[72,20,35,75,73,24,45,71,69,74,70],"_links":{"self":[{"href":"https:\/\/arithmer.blog\/index.php?rest_route=\/wp\/v2\/posts\/642"}],"collection":[{"href":"https:\/\/arithmer.blog\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/arithmer.blog\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/arithmer.blog\/index.php?rest_route=\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/arithmer.blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=642"}],"version-history":[{"count":4,"href":"https:\/\/arithmer.blog\/index.php?rest_route=\/wp\/v2\/posts\/642\/revisions"}],"predecessor-version":[{"id":740,"href":"https:\/\/arithmer.blog\/index.php?rest_route=\/wp\/v2\/posts\/642\/revisions\/740"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/arithmer.blog\/index.php?rest_route=\/wp\/v2\/media\/646"}],"wp:attachment":[{"href":"https:\/\/arithmer.blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=642"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/arithmer.blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=642"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/arithmer.blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=642"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}