èªç©ºç£èŠãããŒã³ïŒUAVïŒãã粟å¯ãªäœç©ç£èŠã氎管çãåéæé©åãéããŠãäžçã®èŸ²æ¥ãããã«å€é©ããŠãããã詳现ã«åæããŸãã
äžç©ºããã®èŠç¹ïŒèªç©ºç£èŠãããŒã³ã¯äžçã®èŸ²æ¥ã«ããã«é©åœããããããŠããã
æ¥å¢ããäžç人å£ãæ¿åããæ°åå€åããããŠæç¶å¯èœãªèŸ²æ³ãžã®çµ¶ãéãªãããŒãºã«çŽé¢ãã蟲æ¥ã»ã¯ã¿ãŒã¯é倧ãªå²è·¯ã«ç«ããããŠããŸããäžçäžã®èŸ²å®¶ãã¢ã°ãªããžãã¹ã¯ãããå°ãªãè³æºã§ããå€ãã®é£æãçç£ãããšããæ¥µããŠå€§ããªèª²é¡ã課ãããŠããŸããåŸæ¥ã®èŸ²æ³ã¯åºç€ãšãªããã®ã§ããããã®èŠæ±ã«å¿ èŠãšããã粟床ãšå¹çã§å¿ããã«ã¯ããã°ãã°äžååã§ãããããžãæåéãæ°ããèŠç¹ãæäŸããå€é©çãªæè¡ãç»å ŽããŸãããé«åºŠãªã»ã³ãµãŒãæèŒããç¡äººèªç©ºæ©ïŒUAVïŒãããªãã¡ãããŒã³ããåäŸã®ãªãã空ã®ç®ããæäŸããããŒã¿é§ååã®ç²Ÿå¯èŸ²æ¥ã®æ°æä»£ãåãéããŠããŸãã
ãã®å æ¬çãªã¬ã€ãã§ã¯ã蟲æ¥ã«ãããèªç©ºç£èŠã®äžçãæ¢æ±ããèªå€§ãªå®£äŒæå¥ã®å ã«ãããæè¡ããã®å¿çšããããããããå ·äœçãªå©çããããŠäžççãªå°å ¥ãžã®èª²é¡ã詳ããèŠãŠãããŸããåç±³ã®åºå€§ãªç©ç©çãããšãŒãããã®æ®µã çã®ãããŠåãæ±åã¢ãžã¢ã®ç±åž¯ãã©ã³ããŒã·ã§ã³ã«è³ããŸã§ããããŒã³ã¯çŸä»£ã®èŸ²å®¶ã«ãšã£ãŠäžå¯æ¬ ãªããŒã«ã«ãªãã€ã€ãããŸãã
蟲æ¥ã«ããããããŒã³ããŒã¹ã®èªç©ºç£èŠãšã¯ïŒ
ãã®æ žå¿ã«ãããŠã蟲æ¥èªç©ºç£èŠãšã¯ããããŒã³ã䜿ã£ãŠäžç©ºããäœç©ãåå£ãèŸ²å Žã€ã³ãã©ã«é¢ããé«è§£å床ã®ç»åãããŒã¿ãåéããããšã§ããããã¯ãåé¡ã確èªããããã«çãçŽæ¥æ©ããŠåãäŒçµ±çãªæ £è¡ã§ããäœç©ã¹ã«ãŠãã£ã³ã°ïŒåå Žå·¡åïŒã®é²å圢ã§ããè¡æã¯é·ãéãé³¥ç°çãªèŠç¹ãæäŸããŠããŸãããããããŒã³ã¯æç¢ºãªå©ç¹ãæã€éèŠãªäžéçãªååšãšãªããŸãã
- æ¯é¡ãªãè§£ååºŠïŒ ãããŒã³ã¯ããäœãé«åºŠãé£è¡ããã»ã³ãã¡ãŒãã«ã¬ãã«ã®è©³çްãªããŒã¿ãæããŸããããã¯ã»ãšãã©ã®è¡æç»åã®è§£å床ãã¯ããã«äžåããŸããããã«ãããåã ã®æ€ç©ãéåžžã«ç¹å®ã®ç®æã®åé¡ãç¹å®ã§ããŸãã
- ãªã³ããã³ãã§ã®å±éïŒ å蚪æéãåºå®ãããŠããè¡æãšã¯ç°ãªãããããŒã³ã¯å¿ èŠãªæã«ãã€ã§ãå±éã§ãã蟲家ã¯ç¹ã«åµãå¹²ã°ã€ãšãã£ãéå€§ãªæ°è±¡ã€ãã³ãã®åŸã§ããã»ãŒãªã¢ã«ã¿ã€ã ã§åé¡ã«å¯Ÿå¿ã§ããŸãã
- é²ã«äŸåããªãéçšïŒ ãããŒã³ã¯é²ã®äžãé£è¡ãããããæãã®æ¥ã§ãããŒã¿ãåéã§ããŸããããã¯è¡æããŒã¹ã®ã¢ãã¿ãªã³ã°ã«ãããé倧ãªå¶çŽã§ãã
ãã®æè¡ã¯åã«åçãæ®ãã ãã§ã¯ãããŸãããèšå€§ãªéã®ç¹å®ããŒã¿ãåéããé«åºŠãªãœãããŠã§ã¢ãçšããŠãã®ããŒã¿ããããè³¢ããããåçæ§ãé«ããããæç¶å¯èœãªèŸ²æ¥çµå¶å€æãæšé²ãããè¡åã«ã€ãªããç¥èŠãžãšå€æããããšãªã®ã§ãã
空ã®ç®ã®èåŸã«ããæè¡
æåãããããŒã³ç£èŠããã°ã©ã ã¯ãããŒããŠã§ã¢ãšãœãããŠã§ã¢ãå調ããŠæ©èœããã·ã³ãã©ããŒã§ãããããã®æ§æèŠçŽ ãçè§£ããããšãããã®åãæ£ããè©äŸ¡ããéµãšãªããŸãã
蟲æ¥çšãããŒã³ã®çš®é¡
ãããŒã³ã®éžæã¯ãäž»ã«èŸ²å Žã®èŠæš¡ãšå°åœ¢ã«äŸåããŸãã
- ãã«ãããŒã¿ãŒãããŒã³ïŒ ããªã³ãã¿ãŒã«äŒŒãè€æ°ã®ãããã©ïŒéåžž4ã6ããŸãã¯8æïŒãæã€æãäžè¬çãªã¿ã€ãã§ããå®å®æ§ãæçžŠæ§ããããªã³ã°èœåã«åªããŠããããããŠåãç¹çšäœç©èŸ²å Žã®ãããªãããå°ããè€éãªåœ¢ç¶ã®åå Žã®è¿æ¥æ€æ»ã詳现ãªãããã³ã°ã«æé©ã§ãã
- åºå®ç¿ŒãããŒã³ïŒ å°åé£è¡æ©ã«äŒŒããããã®ãããŒã³ã¯ãèä¹ æ§ãšé床ã®ããã«äœãããŠããŸãã1åã®é£è¡ã§æ°çŸãã¯ã¿ãŒã«ãšããåºå€§ãªãšãªã¢ãã«ããŒã§ããŸããããã«ããããªãŒã¹ãã©ãªã¢ã®åºå€§ãªå°éºŠçããã©ãžã«ã®å€§è±èŸ²å Žãªã©ãå€§èŠæš¡ãªååäœç©èŸ²å Žã«ãšã£ãŠçæ³çãªéžæè¢ãšãªããŸããé¢éžã«ã¯æ»èµ°è·¯ãã«ã¿ãã«ããå¿ èŠã§ããããªã³ã°ã«ããæ€æ»ã«ã¯ããŸãé©ããŠããŸããã
- VTOLïŒåçŽé¢çéžïŒãã€ããªããïŒ äž¡æ¹ã®é·æãçµã¿åãããæ°ããã«ããŽãªãŒã§ãããããã®ãããŒã³ã¯ãã«ãããŒã¿ãŒã®ããã«é¢çéžããŸãããå¹ççãªåºåã«ãã¬ããžã®ããã«åºå®ç¿Œé£è¡ã«ç§»è¡ããŸãã倿§ãªå°åœ¢ã§å°çšã®æ»èµ°è·¯ããªãèŸ²å Žã«æè»æ§ãæäŸããŸãã
çã®åïŒé«åºŠãªã»ã³ãµãŒãšã«ã¡ã©
ãããŒã³èªäœã¯åãªããã©ãããã©ãŒã ã§ããæ¬åœã®éæ³ã¯ããããéã¶ã»ã³ãµãŒã«ãããŸãããããã®ã»ã³ãµãŒã¯ã人éã®ç®ã«ã¯èŠããªãæ¹æ³ã§äžçãèŠãŠããŸãã
- RGBïŒèµ€ãç·ãéïŒã«ã¡ã©ïŒ ãããã¯ãæ°ççšã«ã¡ã©ã«æèŒãããŠãããã®ãšåæ§ã®é«è§£å床å¯èŠå ã«ã¡ã©ã§ããåäœæ°ã®ã«ãŠã³ããæ€ãä»ãã®æ¬ æ ªè©äŸ¡ãç®ã«èŠããéèã®å§è¿«ã®ç¹å®ããããŠå°åœ¢ã®é«ç²Ÿçްãª3Dãããã®äœæãªã©ã®ã¿ã¹ã¯ã«éåžžã«äŸ¡å€ããããŸãã
- ãã«ãã¹ãã¯ãã«ã»ã³ãµãŒïŒ ããã¯ãããããäœç©ã®å¥åº·åæã«ãšã£ãŠæãéèŠãªã»ã³ãµãŒã§ãããã«ãã¹ãã¯ãã«ã»ã³ãµãŒã¯ãè¿èµ€å€ç·ïŒNIRïŒãã¬ãããšããžã®ãããªå¯èŠã¹ãã¯ãã«å€ã®æ³¢é·ãå«ããç¹å®ã®çã垯åã®å ãæããŸããå¥åº·ãªæ€ç©ã¯NIRå ãéåžžã«åŒ·ãåå°ããŸãããã¹ãã¬ã¹ãåããããŸãã¯äžå¥åº·ãªæ€ç©ã¯ãããåžåããŸããåå°ãããèµ€è²å ãšNIRå ã®æ¯çãåæããããšã§ããœãããŠã§ã¢ã¯éèŠãªæ€çææ°ãçæã§ããŸãã
- ãã€ããŒã¹ãã¯ãã«ã»ã³ãµãŒïŒ ãã«ãã¹ãã¯ãã«ããããã«é²ãã ãã®ã§ããããã®ã»ã³ãµãŒã¯äœçŸãã®éåžžã«çãã¹ãã¯ãã«ãã³ããæããŸãããã®é©ç°çãªè©³çްãã«ãããç°ãªãæ€ç©çš®ãç æ°ãæ é€äžè¶³ã®éåžžã«ç¹ç°çãªèå¥ãå¯èœã«ãªããŸããçŸåšããã®äœ¿çšã¯ã³ã¹ããšããŒã¿ã®è€éããããç ç©¶ãé«ä»å 䟡å€èŸ²æ¥ã§ããäžè¬çã§ãã
- ãµãŒãã«ã»ã³ãµãŒïŒ ãããã®ã«ã¡ã©ã¯ç±ã®çè·¡ãæ€åºããŸãã蟲æ¥ã«ãããäž»ãªçšéã¯æ°Žç®¡çã§ããæ°Žåã¹ãã¬ã¹ãåããŠããæ€ç©ã¯ãååã«æ°Žåè£çµŠãããæ€ç©ãããæž©åºŠãé«ããªããŸãããµãŒãã«ç»åã¯ãçæŒã·ã¹ãã ã®æŒããè©°ãŸãããŸãã¯ååãªæ°Žãåãåã£ãŠããªãåå Žã®ãšãªã¢ããæ€ç©ãç®ã«èŠãããããã®å åã瀺ããã£ãšåã«å³åº§ã«æããã«ããããšãã§ããŸãããŸããå®¶çã®äœæž©ãç£èŠããããã«ã䜿çšã§ããŸãã
ãœãããŠã§ã¢ïŒçããŒã¿ããå®çšçãªç¥èŠãž
ããŒã¿ã®åéã¯æŠãã®ååã«ãããŸãããã®ã¬ãã€ãåäœã®ç»åãã蟲家ã䜿çšã§ããã·ã³ãã«ã§çè§£ãããããããã«å€æããã«ã¯ãå°éã®ãœãããŠã§ã¢ãå¿ èŠã§ãã
- é£è¡èšç»ãœãããŠã§ã¢ïŒ é£è¡ããã·ã§ã³å šäœãèªååããŸãã蟲家ããªãã¬ãŒã¿ãŒã¯ãå°å³äžã§åå Žã®å¢çç·ããªãããé«åºŠãç»åã®éè€çãªã©ã®ãã©ã¡ãŒã¿ãèšå®ããã ãã§ããœãããŠã§ã¢ããããŒã³ãèªåŸçã«è¿œåŸããããã®æé©ãªé£è¡çµè·¯ãçæããŸãã
- åçæž¬éã»ã¹ãã£ããã³ã°ãœãããŠã§ã¢ïŒ ãããŒã³ã«ãã£ãŠæ®åœ±ãããäœçŸãäœåãã®åã ã®ç»åãåã蟌ã¿ãããããäžã€ã®é«è§£å床ãªã«ãœã¢ã¶ã€ã¯ããããŸãã¯åå Žã®3Dã¢ãã«ã«ç¹ãåãããŸãã
- åæã»å¶èŸ²ç®¡çãã©ãããã©ãŒã ïŒ ããã§ããŒã¿ãã€ã³ããªãžã§ã³ã¹ã«ãªããŸãããããã®ãã©ãããã©ãŒã ã¯ãã«ãã¹ãã¯ãã«ããŒã¿ãåŠçããŠå¥åº·ãããïŒNDVIãªã©ïŒãäœæãããŸãŒã³ã®äœæãå¯èœã«ããå¯å€ã¬ãŒãæœçšã®ããã®åŠæ¹ç®ãã¡ã€ã«ãçæããŸãã蟲家ã¯çµæçã«ããŒã¿ãæ¯èŒããå€åã远跡ãããããŒã³ã®æŽå¯ãä»ã®èŸ²å ŽããŒã¿ãšçµ±åããããšãã§ããŸãã
çŸä»£èŸ²æ¥ã«ãããèªç©ºç£èŠã®äž»èŠãªå¿çšäŸ
ãããã®æè¡ã®èåã¯ãäžçäžã®èŸ²æ¥ãçŽé¢ããæãå·®ãè¿«ã£ã課é¡ã®ããã€ãã«å¯ŸåŠãããå¹ åºãå¿çšãå¯èœã«ããŸãã
äœç©ã®å¥åº·ç¶æ ã¢ãã¿ãªã³ã°ãšã¹ãã¬ã¹æ€åº
ããã¯èŸ²æ¥çšãããŒã³ã®æãç§°è³ãããå¿çšäŸã§ãããã«ãã¹ãã¯ãã«ããŒã¿ã䜿çšããŠãèŸ²å®¶ã¯æ£èŠåæ€çææ°ïŒNDVIïŒããããçæã§ããŸãããã®ãããã¯åå Žã®å¥åº·èšºææžã®ããã«æ©èœããã«ã©ãŒã¹ã±ãŒã«ïŒéåžžã¯èµ€ããç·ïŒã䜿çšããŠæ€ç©ã®æŽ»åã瀺ããŸããèµ€/é»è²ã®ãšãªã¢ã¯ã¹ãã¬ã¹ãåããŠããããå¥åº·ç¶æ ãå£ãæ€çã瀺ããç·è²ã®ãšãªã¢ã¯å¥åº·ã§ç¹æ ããŠããæ€ç©ã瀺ããŸãã
ãã®æ©æèŠåã·ã¹ãã ã«ãããèŸ²å®¶ã¯æ¬¡ã®ãããªåé¡ãç¹å®ã§ããŸãã
- æ é€äžè¶³ïŒ äœç©å šäœãé»è²ããªãåã«ãçªçŽ æ¬ ä¹å°åž¯ãçºèŠããã
- 害è«ã®çºçïŒ ãã©ãžã«ã®å€§è±çã«ããããããã®ãããªå±æçãªå®³è«ã®çºçãããããåºããåã«ç¹å®ããã
- çèæ§ããã³çŽ°èæ§ã®ç æ°ïŒ ãšãŒãããã®ãžã£ã¬ã€ã¢çã«ãããç«ç ããå°éºŠã®ãã³ç ã®ãããªç æ°ã®åæå åãæ€åºããã
ãããã®åé¡é åãç¹å®ããããšã§ã蟲家ã¯å°äžã§èª¿æ»ïŒå°äžæ€èšŒïŒãã察象ãçµã£ãåŠçœ®ãæœãããšãã§ããè³æºãç¯çŽããåºç¯å²ã«ãããåéæå€±ãé²ããŸãã
氎管çãšçæŒã®æé©å
æ°Žã¯ãã«ãªãã©ã«ãã¢ã®ã»ã³ãã©ã«ãã¬ãŒããäžæ±ã»åã¢ããªã«ã®ä¹Ÿç¥ããå¹³åãŸã§ãäžçã®å€ãã®èŸ²æ¥å°åã§è²Žéãã€ãŸããŸãåžå°ãªè³æºã§ãããµãŒãã«ã»ã³ãµãŒãæèŒãããããŒã³ã¯ãçæŒå¹çã«ãšã£ãŠã²ãŒã ãã§ã³ãžã£ãŒã§ãã
åå Žã®ãµãŒãã«ããããäœæããããšã§ã蟲家ã¯ã©ã®ãšãªã¢ãæ°Žåã¹ãã¬ã¹ãåããŠãããïŒãã髿ž©ïŒãã©ã®ãšãªã¢ãéå°ã«æ°ŽãäžããããŠããå¯èœæ§ããããïŒããäœæž©ïŒãå³åº§ã«ç¢ºèªã§ããŸãããã®æ å ±ã¯ä»¥äžã®ã®ã«åœ¹ç«ã¡ãŸãã
- æ©èœäžå šã®ã¹ããªã³ã¯ã©ãŒãè©°ãŸã£ãããªããã©ã€ã³ãç¹å®ããã
- åå Žå šäœã®å壿°Žåã®ã°ãã€ããè©äŸ¡ããã
- å¿ èŠãªå Žæã«ã®ã¿ããå€ãã®æ°Žãé©çšããå¯å€ã¬ãŒãçæŒïŒVRIïŒã·ã¹ãã çšã®åŠæ¹ç®ããããäœæããã
ãã®ç²Ÿå¯ãªã¢ãããŒãã¯ãå€§å¹ ãªç¯æ°Žããã³ãã«ããããšãã«ã®ãŒã³ã¹ãã®åæžããããŠéå°ãŸãã¯éå°ãªæ°Žåã«ããã¹ãã¬ã¹ã®ãªãå¥åº·ãªäœç©ã«ã€ãªãããŸãã
åäœæ°èšæž¬ãçè²è©äŸ¡ãåéäºæž¬
å€ãã®äœç©ã«ãšã£ãŠãæé©ãªæ€ç©åäœæ°ãéæããããšã¯åéãæå€§åããããã«éèŠã§ããæ€ãä»ãåŸãé«è§£å床RGBã«ã¡ã©ãæèŒãããããŒã³ãåå Žäžç©ºãé£è¡ããAIæèŒãœãããŠã§ã¢ã®å©ããåããŠãæ£ç¢ºãªåäœæ°ã«ãŠã³ããæäŸããçè²ç¶æ³ãè©äŸ¡ããŸãã
ãã®ããŒã¿ã¯èŸ²å®¶ã以äžãè¡ãã®ã«åœ¹ç«ã¡ãŸãã
- è£æ€ã®æ±ºå®ïŒ ç¹å®ã®ãšãªã¢ã§çºèœçãäœãå Žåã蟲家ã¯ã·ãŒãºã³åæã«ãããã®ç¹å®ã®ãŸãŒã³ãè£æ€ãããšããæ å ±ã«åºã¥ããæ±ºå®ãäžãããšãã§ããŸãã
- åéã®äºæž¬ïŒ ã·ãŒãºã³åŸåã«åäœæ°ã«ãŠã³ããšå¥åº·ããŒã¿ãçµã¿åãããããšã§ã蟲家ã¯éåžžã«æ£ç¢ºãªåéäºæž¬ãçæã§ããŸããããã¯ãç©æµãä¿ç®¡ãããŒã±ãã£ã³ã°æŠç¥ãèšç»ããäžã§éåžžã«äŸ¡å€ããããŸãããã®å¿çšã¯ãç±³åœäžè¥¿éšã®ããŠã¢ãã³ã·ã倧è±èŸ²å®¶ããå€§èŠæš¡ãªãµããŠãããã©ã³ããŒã·ã§ã³ãŸã§ãäžçäžã§äœ¿çšãããŠããŸãã
éèã害è«ãç 害ã®ãããã³ã°
é€èå€ã殺è«å€ã®å šé¢æ£åžã¯é«äŸ¡ã§ç°å¢ãžã®è² è·ã倧ããã§ããèªç©ºç£èŠã¯ãããå€ç§çãªã¢ãããŒããå¯èœã«ããŸãããããŒã³ã¯éèã®çŸ€çå°ãç æ°ã®ãããã¹ãããã®æ£ç¢ºãªäœçœ®ãç¹å®ãããããã³ã°ããããšãã§ããŸãã
ãã®è©³çްãªãããã³ã°ã¯ã¹ãããæ£åžãå¯èœã«ããŸãããããã¯GPSæèŒã®ãã©ã¯ã¿ãŒãå°çšã®æ£åžãããŒã³ã«ããŒããããããã«ãã£ãŠåœ±é¿ãåãããšãªã¢ã«ã®ã¿ååŠè¬åãæ£åžãããŸãããã®å©ç¹ã¯ç倧ã§ãã
- 蟲è¬ã³ã¹ãã®åæžïŒ 蟲家ã¯å Žåã«ãã£ãŠã¯é€èå€ã殺è«å€ã®äœ¿çšéãæå€§90ïŒ åæžã§ããå¯èœæ§ããããŸãã
- ç°å¢ä¿è·ïŒ æ°Žè·¯ãžã®ååŠç©è³ªã®æµåºãæžããé察象çç©ãžã®åœ±é¿ã軜æžãããŸãã
- é€èå€èæ§ãšã®æŠãïŒ çãçµã£ãæ£åžã¯ãäžççãªå€§ããªèª²é¡ã§ããé€èå€èæ§éèã®çºçãé ãããã®ã«åœ¹ç«ã¡ãŸãã
åå£ã»åå Žåæ
çš®ãæ€ããããåã§ããããããŒã³ã¯èšãç¥ããªã䟡å€ãæäŸã§ããŸãã裞å°ã®çã®äžãé£è¡ããããšã§ããããŒã³ã¯éåžžã«æ£ç¢ºãª3Då°åœ¢å³ãäœæã§ããŸãããã®ããŒã¿ã¯ä»¥äžã®ã®ã«åœ¹ç«ã¡ãŸãã
- åå Žåå¹³åãšææ°Žèšç»ïŒ é«äœå·®ãç¹å®ããåå Žã®ææ°Žãæé©åããæ¹æ°Žãé²ãã
- åå£ç¹æ§åæïŒ åå£ãµã³ããªã³ã°ãšçµã¿åãããããšã§ããããŒã³ç»åã¯åå£ã¿ã€ããææ©ç©ã®å€åããããã³ã°ããã®ã«åœ¹ç«ã¡ãŸãã
- å¯å€ã¬ãŒãæçš®ã»æœè¥èšç»ïŒ åãŸãŒã³ã®åå£ç¹æ§ãå°åœ¢ã«åºã¥ããŠãç°ãªãéã®çš®åãè¥æãæ£åžããããæ©æ¢°ã«æç€ºããåŠæ¹ç®ããããäœæããã
å®¶çã¢ãã¿ãªã³ã°
èªç©ºç£èŠã®å¿çšã¯äœç©ãè¶ ããŠåºãããŸãããªãŒã¹ãã©ãªã¢ãã¢ã«ãŒã³ãã³ãåã¢ããªã«ãªã©ãåºå€§ã§éºããå°åœ¢ã§å€§èŠæš¡ãªå®¶ç矀ã管çããç§å Žäž»ã«ãšã£ãŠããããŒã³ã¯åŒ·åãªããŒã«ã§ãããµãŒãã«ã«ã¡ã©ãšå¯èŠå ã«ã¡ã©ã®äž¡æ¹ãåãããããŒã³ã䜿çšããŠãç§å Žäž»ã¯ä»¥äžã®ããšãå¯èœã§ãã
- å®¶çãè¿ éã«çºèŠããæ°ãæ°ããã
- æŸç§ãã¿ãŒã³ãç£èŠããç§èå°ã®å¥åº·ã管çããã
- ç±ã®çè·¡ãäžåç¶æ ãããç æ°ãæªæãããåç©ãç¹å®ããã
- ã»ãã¥ãªãã£ã匷åããæé£è ãç£èŠããã
çµæžçã»ç°å¢ç圱é¿ïŒã°ããŒãã«ãªèŠç¹
ãããŒã³ç£èŠã®æ¡çšã¯ãåãªãæè¡çãªã¢ããã°ã¬ãŒãã§ã¯ãããŸãããããã¯ãæ·±é ãªåœ±é¿ã䌎ããããå¹ççã§æç¶å¯èœãªèŸ²æ¥ã¢ãã«ãžã®æ ¹æ¬çãªè»¢æã§ãã
çµæžçå©ç
- åéã®å¢å ïŒ æ©æãã€æ£ç¢ºãªåé¡ã®æ€åºãšä»å ¥ã¯ãããå¥åº·ãªäœç©ãšãã¯ã¿ãŒã«ãããã®é«ãçç£é«ã«çŽæ¥ã€ãªãããŸãã
- æå ¥ã³ã¹ãã®åæžïŒ æ°Žãè¥æã蟲è¬ã®ç²Ÿå¯ãªæœçšã¯ãç¡é§ãæžããããããã®éèŠãªæå ¥ç©ãžã®æ¯åºãåæžããããšãæå³ããŸãã
- å¹çã®åäžïŒ ãããŒã³ã¯100ãã¯ã¿ãŒã«ã®çã1æéè¶³ããã§åµå¯ã§ããŸããããã¯äººãè¡ãã«ã¯æ°æ¥ãããäœæ¥ã§ãããåŽååãä»ã®éèŠãªäœæ¥ã«è§£æŸããŸãã
- ãªã¹ã¯ç®¡çã®åŒ·åïŒ ããè¯ãåéäºæž¬ãšãªã¢ã«ã¿ã€ã ã®åå ŽããŒã¿ã«ããã蟲家ã¯ããæ å ±ã«åºã¥ãã財åçããã³éå¶äžã®æ±ºå®ãäžãããšãã§ããŸãã
ç°å¢çå©ç
- æ°Žã®ä¿å šïŒ çæŒã®æé©åã¯ãç¹ã«æ°Žäžè¶³ã®å°åã«ãããŠãæãéèŠãªç°å¢ãžã®è²¢ç®ã®äžã€ã§ãã
- ååŠç©è³ªãããããªã³ãã®åæžïŒ ã¹ãããæ£åžã¯ãçæ ç³»ã«æµå ¥ããé€èå€ã殺è«å€ã®éãåçã«åæžããŸãã
- ççŽ æåºéã®åæžïŒ å šé¢æ£åžãåµå¯ã®ããã®å€§åæ©æ¢°ã®äœ¿çšåæžã¯ãçææ¶è²»éã®äœäžãšäºé žåççŽ æåºéã®åæžã«ã€ãªãããŸãã
- åå£ã®å¥åº·æ¹åïŒ ç²Ÿå¯ç®¡çã¯ãæéã®çµéãšãšãã«åå£ã®è³ªãäœäžãããå¯èœæ§ã®ããéå°æœè¥ãé²ãã®ã«åœ¹ç«ã¡ãŸãã
äžççãªå°å ¥ã«ããã課é¡ãšèæ ®äºé
説åŸåã®ããå©ç¹ã«ããããããã蟲æ¥ã«ããããããŒã³æè¡ã®äžççãªæ®åãžã®éã¯ãé害ããªãããã§ã¯ãããŸããã
é«ãåæã³ã¹ããšROI
ãã«ãã¹ãã¯ãã«ã»ã³ãµãŒãšä»éãããœãããŠã§ã¢ãåãããããã§ãã·ã§ãã«ã°ã¬ãŒãã®èŸ²æ¥çšãããŒã³ã¯ãå€é¡ã®èšåæè³ãæå³ããŸããã¢ãžã¢ãã¢ããªã«ãã©ãã³ã¢ã¡ãªã«ã®èŸ²æ¥ã³ãã¥ããã£ã®å€§éšåãå ããå°èŠæš¡èŸ²å®¶ã«ãšã£ãŠããã®ã³ã¹ãã¯æ³å€ãªãã®ã«ãªãå¯èœæ§ããããŸãããããã蟲家ããµãŒãã¹ãããã€ããŒãéã£ãŠé£è¡ã宿œãããŒã¿ãåŠçãããµãŒãã¹ãšããŠã®ãããŒã³ïŒDaaSïŒã¢ãã«ã®å°é ã«ããããã®æè¡ã¯ããå©çšãããããªã£ãŠããŸãã
èŠå¶ã®ããŒãã«
ãããŒã³ã®èªç©ºèŠå¶ã¯åœã«ãã£ãŠå€§ããç°ãªããŸãããã€ãããã®èªå®ãé£è¡é«åºŠãç®èŠå€é£è¡ïŒBVLOSïŒã人ã®äžç©ºã§ã®é£è¡ã«é¢ããèŠåã¯ãè€éãªæ³çèŠä»¶ã®ãããã¯ãŒã¯ãçã¿åºããŠããŸããããã¯äºæ¥è ãè£œé æ¥è ã«ãšã£ãŠå€§ããªéå£ãšãªãå¯èœæ§ããããŸããããåæ»ãªå°å ¥ãä¿é²ããããã«ã¯ããã調åã®åããåœéåºæºãžã®æšé²ãå¿ èŠã§ãã
ããŒã¿ã®æŽªæ°ŽïŒç®¡çãšè§£é
1åã®ãããŒã³é£è¡ã§èšå€§ãªéã®ããŒã¿ãçæãããå¯èœæ§ããããŸãããã®ããŒã¿ãä¿åãåŠçãããããŠæãéèŠãªããšãšããŠãæ£ããæ±ºå®ãäžãããã«è§£éããã«ã¯ãæ°ããã¹ãã«ãå¿ èŠã§ãã蟲家ã«ã¯åŠç¿æ²ç·ããããããžã¿ã«èŸ²æ¥ã®èšç·Žãåãã蟲åŠè ã®äžè¶³ãããã«ããã¯ã«ãªãå¯èœæ§ããããŸããåæãœãããŠã§ã¢ã®äœ¿ããããã¯ããã®èª²é¡ã«å¯ŸåŠããããã«ç¶ç¶çã«æ¹åãããŠããŸãã
æ¥ç¶æ§ãšã€ã³ãã©
äžçã®æãçç£çãªèŸ²æ¥å°åã®å€ãã¯å°æ¹ã«ãããã€ã³ã¿ãŒãããæ¥ç¶ã貧匱ãŸãã¯ååšããŸãããããã¯ãå€§èŠæš¡ãªããŒã¿ãã¡ã€ã«ãã¯ã©ãŠãããŒã¹ã®åŠçãã©ãããã©ãŒã ã«ã¢ããããŒãããäžã§èª²é¡ãšãªããŸãããšããžã³ã³ãã¥ãŒãã£ã³ã°ïŒããŒã«ã«ããã€ã¹ã§ããŒã¿ãåŠçããïŒãæ¹è¯ãããè¡æã€ã³ã¿ãŒããããå«ããœãªã¥ãŒã·ã§ã³ãç»å Žãå§ããŠããŸãã
ç©ççãªå¶çŽ
ãããŒã³ã¯å€©åã«ææã§ãã匷颚ã倧éšãéªã®äžã§ã¯å®å šã«éçšã§ããŸãããããããªãŒå¯¿åœãé£è¡æéãå¶éããŸãããããã¯åžžã«æ¹åãããŠãããåºå®ç¿Œã¢ãã«ã¯ããé·ãèä¹ æ§ãæäŸããŸãã
æªæ¥ã¯èªåŸåãžïŒèªç©ºç£èŠã®æ¬¡ãªãå±éã¯ïŒ
æè¡ã¯æ¯ãã®ããããªããŒã¹ã§é²åããŠããŸãã蟲æ¥ã«ãããèªç©ºç£èŠã®æªæ¥ã¯ãããã«çµ±åãããã€ã³ããªãžã§ã³ãã§ãèªåŸçã«ãªãã§ãããã
- AIãšäºæž¬åæïŒ 人工ç¥èœã®åœ¹å²ã¯æ·±ãŸãã§ããããæ¢åã®åé¡ãç¹å®ããã ãã§ãªããAIã¢ãã«ã¯éå»ã®ããŒã¿ãšãªã¢ã«ã¿ã€ã ã®ããŒã¿ã䜿çšããŠãç æ°ã®çºçã害è«ã®äŸµå ¥ããããå§ãŸãåã«äºæž¬ããäºé²çãªè¡åãå¯èœã«ããŸãã
- ãããŒã³ã¹ãŠã©ãŒã ïŒ å調ãããããŒã³ã®çŸ€ãã飿ºããŠã仿¥ã®åäžãããŒã³ããããæéã®äžéšã§å·šå€§ãªãã©ã³ããŒã·ã§ã³ããããã³ã°ããããšãæ³åããŠã¿ãŠãã ãããã¹ãŠã©ãŒã æè¡ã¯æ¥éã«é²æ©ããŠãããå€§èŠæš¡ãªéçšãããã«å¹ççã«ããã§ãããã
- ãèŠãããããè¡åããããžïŒ 次äžä»£ã®ãããŒã³ã¯åãªãç£èŠãè¶ ããŠããŸãããèŠãŠæ£åžããããããŒã³ã¯ãã§ã«åžå Žã«åºãŠãããæèŒã«ã¡ã©ã§éèãèå¥ããå³åº§ã«ãã€ã¯ãããŒãºã®é€èå€ãæ£åžããããšãããã¹ãŠäžåºŠã®ééã§å¯èœã§ãã
- å®å šãªèªåŸåïŒ ç©¶æ¥µã®ããžã§ã³ã¯å®å šãªèªåŸã·ã¹ãã ã§ãããããŒã³ã¯åå Žå ã®ããããŒã³ã»ã€ã³ã»ã¢ã»ããã¯ã¹ãæ ŒçŽåº«ã«åžžé§ããã¹ã±ãžã¥ãŒã«ã倩åã®ããªã¬ãŒã«åºã¥ããŠèªå·±å±éããããã·ã§ã³ã宿œããå é»ã®ããã«åž°éãã人éã®ä»å ¥ãªãã«èªåçã«ããŒã¿ãã¢ããããŒãããŠåŠçããŸãã
çµè«ïŒããã¹ããŒããªæªæ¥ãè²ã
èªç©ºç£èŠãããŒã³ã¯ãã¯ãæªæ¥çãªç®æ°ããã§ã¯ãããŸããããããã¯äžçã®èŸ²æ¥ããŒã«ããã¯ã¹ã«ããããå®çžŸã®ãããå®çšçã§ã匷åãªããŒã«ã§ãããããã¯èŸ²å®¶ã«æ¯é¡ã®ãªãã¬ãã«ã®æŽå¯ãæäŸããäºåŸå¯Ÿå¿çãªåé¡è§£æ±ºãããç©æ¥µçã§ããŒã¿é§ååã®ç®¡çãžã®ç§»è¡ãå¯èœã«ããŸãã蟲家ãæå ¥ç©ãæé©åããåéãå¢ãããç°å¢ãžã®åœ±é¿ã軜æžããåãäžããããšã§ããã®æè¡ã¯äžçã®é£æå®å šä¿éãšç°å¢ã®æç¶å¯èœæ§ãšããäºã€ã®èª²é¡ã«å¯ŸåŠããäžã§éèŠãªåœ¹å²ãæãããŸãã
äžç©ºããã®èŠç¹ã¯ãæã ãäžã®åå°ãèäœããæ¹æ³ãå€ããŠããŸããæè¡ãããå©çšãããããã€ã³ããªãžã§ã³ãã§ãçµ±åãããã«ã€ããŠãããã¯ã¹ããŒã蟲æ¥é©åœã®äž»èŠãªæšé²åã§ããç¶ããäžçäžã®èŸ²æ¥ã«ãšã£ãŠããçç£çã§ãåçæ§ãé«ãã匷éãªæªæ¥ãè²ãã®ã«åœ¹ç«ã€ã§ãããã