The best of CES 2025Presenting our 12 finalists, plus the winner of our best in show award.
å§ãã« ææ¸ãæ°åãåæããã®ããªãã ãã·ãªã¼ãºåãã¦ãã¾ããããä»åã¯ä¸»æååæ(PCA:Principal Component Analysis)ã¨ãã®æ師ãããã¼ã¸ã§ã³ã¨ãå¼ã¹ãç·å½¢å¤å¥åæ(LDA:Linear Discriminant Analysis)ãã¤ãã£ã¦åæããã¦ã¿ããã¨æãã¾ããpythonã®æ©æ¢°å¦ç¿ã©ã¤ãã©ãªscikit-learnã使ã£ã¦ãã¾ãã ãéå»ã®ææ¸ãæ°åãã¼ã¿åæè¨äºã ææ¸ãæ°åãpythonã§ãã¦ãã㶠ãã®ï¼ ææ¸ãæ°åãpythonã§ãã¦ãã㶠ãã®ï¼ï¼èå¥ããï¼ ãæ©æ¢°å¦ç¿ãk-nearest neighbor method(kæè¿åæ³)ãèªåã§pythonã§æ¸ãã¦ãææ¸ãæ°åã®èªèããã 主æååæ (PCA) ã¾ãã¯ä¸»æååæããã§ããåºæ¬çã«ã¯è¤æ°ãããã¼ã¿ã®è¦ç´ ãã¾ã¨ãã¦ããããã主æåãåãåºãåæã§ããæ©æ¢°å¦ç¿ã§ã¯ä¸»ã«å¯¾è±¡ãã¼ã¿ã®
ãã®ã¨ããDeep Learningãç¸å½æµè¡ã£ã¦ããããã§ãã»ã¨ãã©è³ãã¨ããã§è©±é¡ã«ãªã£ã¦ããã®ãè¦ã¾ãã Deep Learningã¯æ·±å±¤å¦ç¿ã¨ãå¼ã°ãããã¥ã¼ã©ã«ãããã¯ã¼ã¯ã®å±¤ãããã¾ã§ããæ·±ããã¦æ©æ¢°å¦ç¿ãè¡ãææ³ã§ãï¼ã ããã§ãï¼ã ç»åèªèã³ã³ãã¹ãã§ä»ã®æ¹æ³ã¨æ¯ã¹ã¦é常ã«é«ã精度ã示ãã¦ããã以åã¯äººã®æã§è¡ã£ã¦ããç¹å¾´ã®æ½åºã¾ã§è¡ãã¾ãã 以åã§ããã°è»ãèªèããã«ã¯è»ã¯ã©ã®ãããªç¹å¾´ãæã£ã¦ãããã人ãã¢ãã«åãã¦å ¥åãã¦ããããã§ããããã®ç¹å¾´ãå ¥åç»åã¨ä¸ããããã©ãã«ãããã¥ã¼ã©ã«ãããã¯ã¼ã¯ãæãã¦ããã¾ãã詳ãããã¨ã¯Deep Learningã§æ¤ç´¢ãã¦åºã¦ããè¨äºãã¹ã©ã¤ããåç §ã®ãã¨ã Deep Learningèªä½ã¯å®¹æã«å®è£ å¯è½ãªãã®ã§ã¯ãªãããã§ãããå¤ãã®ç 究ã°ã«ã¼ããDeep Learningãè¡ãããã®ã½ããã¦ã§ã¢ããªã¼ãã³ã½ã¼ã¹ã«ãã¦ããã
ãã¾ãç´°ãããã¨ã¯æ°ã«ããããã¹ãåé¡å¨ã®Rubyã©ã¤ãã©ãªã1ã³ãã³ãã§èªåçæãã便å©ãã¼ã«ãä½ãã¾ããã ããããè¿·èµ°ãã¦ããéã«ã gem install nekoneko_genã§ã¤ã³ã¹ãã¼ã«ã§ãã¾ãã ãªã«ããããã®ãªã®ããã¡ãã£ã¨åããã«ããã®ã§ãä¾ã§èª¬æãã¾ãã ï¼ã¡ããããã®æ稿ããã©ã®ã¹ã¬ããã®æ稿ãå¤å®ããã©ã¤ãã©ãªãçæãã ä¾ã¨ãã¦ãï¼ã¡ããããã«æ稿ããããã¼ã¿ãããæ稿ï¼ã¬ã¹ï¼ãã©ã®ã¹ã¬ããã®ã¬ã¹ãå¤å®ããã©ã¤ãã©ãªãçæãã¦ã¿ã¾ãã æºå ã¾ã gem install nekoneko_genã§ã¤ã³ã¹ãã¼ã«ãã¾ãã Ruby 1.8.7ã§ã1.9.2ã§ãåãã¾ãã1.9.2ã®ã»ãã5åãããéãã®ã§1.9.2以éãããããã§ãã ç°å¢ã¯ãããã§ã¯Ubuntuãæ³å®ãã¾ãããWindowsã§ã使ãã¾ããï¼WindowsXP, ruby 1.9.3p0ã§ç¢ºèªï¼
ãªãªã¼ã¹ãé害æ å ±ãªã©ã®ãµã¼ãã¹ã®ãç¥ãã
ææ°ã®äººæ°ã¨ã³ããªã¼ã®é ä¿¡
å¦çãå®è¡ä¸ã§ã
j次ã®ããã¯ãã¼ã¯
kåã®ããã¯ãã¼ã¯
lãã¨ã§èªã
eã³ã¡ã³ãä¸è¦§ãéã
oãã¼ã¸ãéã
{{#tags}}- {{label}}
{{/tags}}