[B! deeplearning][DeepLearning] Oooã®ãƒ–ãƒƒã‚¯ãƒžãƒ¼ã‚¯

Ooo id:Ooo

deeplearningã¨DeepLearningã«é–¢ã™ã‚‹Oooã®ãƒ–ãƒƒã‚¯ãƒžãƒ¼ã‚¯ (10)

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Ooo 2018/11/18
deeplearning

translation
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Autonomous Tidying-up Robot System - Preferred Networks
Overview æ ªå¼ä¼šç¤¾Preferred Networksã¯ã€ãƒãƒœãƒƒãƒˆãŒèº«è¿‘ãªå ´æ‰€ã§æ´»èºã™ã‚‹ç¤¾ä¼šã®å®Ÿç¾ã«å‘ã‘ã¦ã€ãƒ‘ãƒ¼ã‚½ãƒŠãƒ«ãƒãƒœãƒƒãƒˆã®ç ”ç©¶é–‹ç™ºã‚’è¡Œã£ã¦ã„ã¾ã™ã€‚ CEATEC JAPAN 2018ã§ã¯, ãƒˆãƒ¨ã‚¿è‡ªå‹•è»Šæ ªå¼ä¼šç¤¾ãŒé–‹ç™ºã™ã‚‹ "ç”Ÿæ´»æ”¯æ´ãƒãƒœãƒƒãƒˆHSRï¼ˆHuman Support Robot)" ã‚’ä½¿ã„â€»ã€æœ€å…ˆç«¯ã®æ·±å±¤å¦ç¿’æŠ€è¡“ã‚’å¿œç”¨ã—ãŸã€Œå…¨è‡ªå‹•ãŠç‰‡ä»˜ã‘ãƒãƒœãƒƒãƒˆã‚·ã‚¹ãƒ†ãƒ ã€ã‚’å±•ç¤ºã—ã¾ã™ã€‚ ã“ã®ã‚·ã‚¹ãƒ†ãƒ ã¯ã€CEATEC JAPAN 2018ã«å±•ç¤ºã•ã‚Œã‚‹ã‚¤ãƒŽãƒ™ãƒ¼ã‚·ãƒ§ãƒ³æ€§ãŒé«˜ãå„ªã‚Œã¦ã„ã‚‹æŠ€è¡“ãƒ»è£½å“ãƒ»ã‚µãƒ¼ãƒ“ã‚¹ç‰ã‚’è¡¨å½°ã™ã‚‹ã€ŒCEATEC AWARD 2018ã€ ã«ãŠã„ã¦ã€ã‚¤ãƒ³ãƒ€ã‚¹ãƒˆãƒªï¼ãƒžãƒ¼ã‚±ãƒƒãƒˆéƒ¨é–€ æº–ã‚°ãƒ©ãƒ³ãƒ—ãƒª ã‚’å—è³žã—ã¾ã—ãŸã€‚ éƒ¨å±‹ã®å…¨è‡ªå‹•ç‰‡ä»˜ã‘ã¯ã€å¾“æ¥ã®ãƒãƒœãƒƒãƒˆã‚·ã‚¹ãƒ†ãƒ ã§ã¯å®Ÿç¾å›°é›£ã§ã—ãŸãŒã€è¿‘å¹´ã®æ·±å±¤å¦ç¿’ã®ç™ºå±•ã«ã‚ˆã£ã¦åˆã‚ã¦å®Ÿç”¨çš„ãªãƒ¬ãƒ™ãƒ«ã§å®Ÿç¾ã§ãã¾ã—ãŸã€‚ ç‰©ã‚’ã¤ã‹ã‚€ã€ç‰©ã‚’ç½®ãã€å‹•ä½œè¨ˆç”»ã‚’
Ooo 2018/10/15
robot

deeplearning

AI

machinelearning
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ãƒ‡ã‚£ãƒ¼ãƒ—ãƒ©ãƒ¼ãƒ‹ãƒ³ã‚°ã«ã‚ˆã‚‹ãƒ©ãƒ¼ãƒ¡ãƒ³äºŒéƒŽå…¨åº—èˆ—ã®ãƒ©ãƒ¼ãƒ¡ãƒ³ç”»åƒè˜åˆ¥ã‚’ä¾‹ã«ã€å¦ç¿’ãŠã‚ˆã³åˆ©ç”¨æ™‚ã®ã‚¤ãƒ³ã‚¿ãƒ•ã‚§ãƒ¼ã‚¹(Slackã€Twitter)ã«é–¢ã™ã‚‹ãƒŽã‚¦ãƒã‚¦ã‚„å¤±æ•—äº‹ä¾‹ã‚’å…±æœ‰ã—ã¾ã™ã€‚ ã¾ãŸã€ãƒ‡ã‚£ãƒ¼ãƒ—ãƒ©ãƒ¼ãƒ‹ãƒ³ã‚°ã‚’è‰²ã€…ã¨è©¦ã—ãŸéš›ã®ãƒŽã‚¦ãƒã‚¦ã‚’ãƒ„ãƒ¼ãƒ«(mxnet-finetuner)ã¨ã—ã¦ã¾ã¨ã‚ã¾ã—ãŸ
Ooo 2017/08/11
deeplearning
ãƒªãƒ³ã‚¯
SSD: Single Shot MultiBox Detector é«˜é€Ÿãƒªã‚¢ãƒ«ã‚¿ã‚¤ãƒ ç‰©ä½“æ¤œå‡ºãƒ‡ãƒ¢ã‚’Kerasã§è©¦ã™ - Qiita
ãƒªã‚¢ãƒ«ã‚¿ã‚¤ãƒ ã«ç‰©ä½“æ¤œå‡ºã™ã‚‹ã®ã£ã¦ã©ã†ã‚„ã‚‹ã‚“ã ã‚ã†ï¼Ÿã¨æ€ã„èª¿ã¹ã¦ã¿ãŸã‚‰ã€æƒ³åƒä»¥ä¸Šã«é«˜æ©Ÿèƒ½ãªãƒ¢ãƒ‡ãƒ«ãŒå…¬é–‹ã•ã‚Œã¦ã„ãŸã®ã§è©¦ã—ã¦ã¿ã¾ã—ãŸã€‚ã“ã‚“ãªæ„Ÿã˜ã§ã™ã€‚ è‡ªå‹•é‹è»¢ã§è‰¯ãè¦‹ã‚‹ã‚ˆã†ãªãƒªã‚¢ãƒ«ã‚¿ã‚¤ãƒ ã®ç‰©ä½“èªè˜ã‚’ã—ã¦ã„ã¾ã™ã€‚ã“ã®ãƒ¢ãƒ‡ãƒ«ã¯ã€ŒSingle Shot MultiBox Detectorï¼ˆSSDï¼‰ã€ã¨ã„ã†æ·±å±¤å¦ç¿’ãƒ¢ãƒ‡ãƒ«ã§ã€Kerasã§å‹•ã„ã¦ã„ã¾ã™ã€‚ ç’°å¢ƒã•ãˆæ•´ãˆã‚Œã°ãƒ¬ãƒã‚¸ãƒˆãƒªã‚’ã‚¯ãƒãƒ¼ãƒ³ã—ã¦ç°¡å˜ã«å®Ÿè¡Œã§ãã¾ã™ã€‚ä»Šå›žã¯ãƒ‡ãƒ¢ã®å®Ÿè¡Œæ–¹æ³•ã‚’ã¾ã¨ã‚ã¦ã¿ã¾ã™ã€‚ ç’°å¢ƒ ã¡ã‚‡ã£ã¨å¤ã„iMacã«Ubuntu16.04ã‚’å…¥ã‚ŒãŸã‚‚ã®ã‚’ä½¿ã„ã¾ã—ãŸã€‚è©³ã—ãã¯ã“ã®ã¸ã‚“ã¨ã‹ã“ã®ã¸ã‚“ã‚’ã”å‚ç…§ãã ã•ã„ã€‚ SSD: Single Shot MultiBox Detector æ·±å±¤å¦ç¿’ã‚’åˆ©ç”¨ã—ãŸãƒªã‚¢ãƒ«ã‚¿ã‚¤ãƒ ã®ç‰©ä½“æ¤œå‡ºã¯æ¬¡ã€…ã¨æ–°ã—ã„æŠ€è¡“ãŒå…¬é–‹ã•ã‚Œã¦ã„ã‚‹ã‚ˆã†ã§ã™ã€‚ã–ã£ã¨èª¿ã¹ãŸã¨ã“ã‚ã€R-CNNã€Fast R-CNNã€Faster R-CNN
Ooo 2017/02/14
keras

DeepLearning
ãƒªãƒ³ã‚¯
ãƒ™ã‚¤ã‚ºæŽ¨å®šã¨Deep Learningã‚’ä½¿ç”¨ã—ãŸãƒ¬ã‚³ãƒ¡ãƒ³ãƒ‰ã‚¨ãƒ³ã‚¸ãƒ³é–‹ç™º
MLOps ã«åŸºã¥ã AI/ML å®Ÿé‹ç”¨æœ€å‰ç·š ï½žç”»åƒã€å‹•ç”»ãƒ‡ãƒ¼ã‚¿ã«ãŠã‘ã‚‹ MLOps äº‹ä¾‹ã®ã”ç´¹ä»‹ï½žï¼ˆæ˜ åƒæƒ…å ±ãƒ¡ãƒ‡ã‚£ã‚¢å¦ä¼š2021å¹´å†¬å£å¤§ä¼šä¼ç”»ã‚»ãƒƒã‚·ãƒ§...
Ooo 2016/12/08
Deep Learning

DeepLearning

recomendation
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ãƒ¬ã‚³ãƒ¡ãƒ³ãƒ‰ã«æµ¸é€ã—ã¦ã„ãDeep Learningï¼š å¤§æ‰‹ã‚µãƒ¼ãƒ“ã‚¹ã®å®Ÿç”¨ä¾‹ã‹ã‚‰æœ€æ–°ã‚¢ãƒ«ã‚´ãƒªã‚ºãƒ ã‚’æ¦‚è¦³ã™ã‚‹
Ooo 2016/12/08
Deep Learning

deeplearning
ãƒªãƒ³ã‚¯
å‹åˆ©å¥ˆç·’åˆ¤å®šbotã‚’é€šã˜ã¦è€ƒãˆãŸã“ã¨ - kivantiumæ´»å‹•æ—¥è¨˜
â€»ã“ã®è¨˜äº‹ã¯æŠ€è¡“çš„ãªå†…å®¹ã‚’ã»ã¨ã‚“ã©å«ã¾ãªã„ã€ã„ã‚ã‚†ã‚‹ãƒã‚¨ãƒ ã§ã™ ãŸãã•ã‚“ã®äººãŒå‹åˆ©å¥ˆç·’åˆ¤å®šbotã«ã„ã‚ã‚“ãªç”»åƒã‚’æŠ•ã’ã¦ãã‚Œã¦ã„ã¾ã™ãŒã€ãã®ä¸ã§ã‚‚ç‰¹ã«è€ƒãˆã•ã›ã‚‰ã‚ŒãŸã®ãŒæ¬¡ã«æŒ™ã’ãŸ4ã¤ã®ç”»åƒã§ã™ã€‚ å‹åˆ©å¥ˆç·’ã®èƒ¸ã®ã¿ã‚’ã‚¢ãƒƒãƒ—ã—ãŸç”»åƒ .@nick_debu_p å‹åˆ©å¥ˆç·’ã§ã™(99%) pic.twitter.com/J3X86MaR5Tâ€” ã¾ã»ã‚ï¼ˆç¨¼åƒä¸ï¼‰ (@mitra_sun22) 2015, 9æœˆ 5 å‹åˆ©å¥ˆç·’ã¨ã„ã†æ–‡å—ã®ç”»åƒ .@qualia_key å‹åˆ©å¥ˆç·’ã§ã¯ã‚ã‚Šã¾ã›ã‚“(99%) pic.twitter.com/hT4JlDZhQuâ€” ã¾ã»ã‚ï¼ˆç¨¼åƒä¸ï¼‰ (@mitra_sun22) 2015, 9æœˆ 5 ä½å€‰ç¶¾éŸ³ã•ã‚“ï¼ˆå‹åˆ©å¥ˆç·’ã®å£°å„ªï¼‰ã®ç”»åƒ .@OOOotchi å‹åˆ©å¥ˆç·’ã§ã¯ã‚ã‚Šã¾ã›ã‚“(99%) pic.twitter.com/lPfsvXGseIâ€” ã¾ã»ã‚ï¼ˆç¨¼åƒä¸ï¼‰ (@mitra
Ooo 2015/09/09
DeepLearning
ãƒªãƒ³ã‚¯
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ä»Šã‚„æ¯Žæ—¥ã®ã‚ˆã†ã«äººå·¥çŸ¥èƒ½ã«é–¢ã™ã‚‹ãƒ‹ãƒ¥ãƒ¼ã‚¹ãŒé£›ã³è¾¼ã‚“ã§ãã¾ã™ãŒã€ãã®ä¸ã§ã‚‚ç‰¹ã«æ³¨ç›®ã‚’é›†ã‚ã¦ã„ã‚‹ã®ãŒâ€œãƒ‡ã‚£ãƒ¼ãƒ—ãƒ©ãƒ¼ãƒ‹ãƒ³ã‚°â€ã§ã™ã€‚ ç ”ç©¶é–‹ç™ºã‚’é€²ã‚ã‚‹ä¼æ¥ã¨ã—ã¦æœ€ã‚‚æœ‰åãªä¾‹ã¯Googleã§ã—ã‚‡ã†ã‹ã€‚æœ€è¿‘ã‚‚GoogleãŒãƒ‡ã‚£ãƒ¼ãƒ—ãƒ©ãƒ¼ãƒ‹ãƒ³ã‚°ã«ã‚ˆã‚‹ç”»åƒèªè˜ã‚’ä½“é¨“ã§ãã‚‹Webã‚¤ãƒ³ã‚¿ãƒ•ã‚§ãƒ¼ã‚¹ã‚’å…¬é–‹ã—ã€è©±é¡Œã‚’é›†ã‚ã¾ã—ãŸã€‚ï¼ˆå‚ç…§ãƒªãƒ³ã‚¯ï¼‰ ã§ã¯ã€ãƒ‡ã‚£ãƒ¼ãƒ—ãƒ©ãƒ¼ãƒ‹ãƒ³ã‚°ã¨ã¯ä¸€ä½“ä½•ãªã®ã§ã—ã‚‡ã†ã‹ã€‚æœ¬ç¨¿ã§ã¯ã“ã®ãƒ‡ã‚£ãƒ¼ãƒ—ãƒ©ãƒ¼ãƒ‹ãƒ³ã‚°ã«ã¤ã„ã¦ã€ãã®ã‚¤ãƒ¡ãƒ¼ã‚¸ã‚’ã¤ã‹ã‚€ã“ã¨ã«é‡ç‚¹ã‚’ç½®ã„ã¦èª¬æ˜Žã—ã¦ã„ããŸã„ã¨æ€ã„ã¾ã™ã€‚ äººé–“ã®ç¥žçµŒæ§‹é€ ã‚’æ¨¡ã—ãŸãƒ‹ãƒ¥ãƒ¼ãƒ©ãƒ«ãƒãƒƒãƒˆãƒ¯ãƒ¼ã‚¯ã®ç™ºå±•ç‰ˆ ãƒ‡ã‚£ãƒ¼ãƒ—ãƒ©ãƒ¼ãƒ‹ãƒ³ã‚°ã®è€ƒãˆã®ã‚‚ã¨ã¨ãªã£ã¦ã„ã‚‹ãƒ‹ãƒ¥ãƒ¼ãƒ©ãƒ«ãƒãƒƒãƒˆãƒ¯ãƒ¼ã‚¯ã¯ã€äººé–“ã®è„³ç¥žçµŒå›žè·¯ã‚’çœŸä¼¼ã™ã‚‹ã“ã¨ã«ã‚ˆã£ã¦ãƒ‡ãƒ¼ã‚¿ã‚’åˆ†é¡žã—ã‚ˆã†ã¨ã„ã†ã‚¢ã‚¤ãƒ‡ã‚¢ã«åŸºã¥ãã‚¢ãƒ«ã‚´ãƒªã‚ºãƒ ã§ã™ã€‚ äººé–“ã®è„³ã¯ãƒ‹ãƒ¥ãƒ¼ãƒãƒ³ï¼ˆç¥žçµŒç´°èƒžï¼‰ã®ãƒãƒƒãƒˆãƒ¯ãƒ¼ã‚¯ã§æ§‹æˆã•ã‚Œã¦ã„ã¦ã€ã‚ã‚‹ãƒ‹ãƒ¥ãƒ¼ãƒãƒ³ã¯ã»ã‹ã®ãƒ‹ãƒ¥ãƒ¼ãƒãƒ³ã¨ã¤ãªãŒ
Ooo 2015/07/28
DeepLearning
ãƒªãƒ³ã‚¯
IoTã¨Deep Learningã§è‡ªå®…è¦å‚™å“¡ã‚’è‚²ã¦ã¦ã¿ã‚‹
AITCã‚ªãƒ¼ãƒ—ãƒ³ãƒ©ãƒœ ç¬¬5å›žIoTå‹‰å¼·ä¼šï½žäººå·¥çŸ¥èƒ½xIoTï½žâ€¨ã€ŒIoTã¨Deep Learningã§ è‡ªå®…è¦å‚™å“¡ã‚’è‚²ã¦ã¦ã¿ã‚‹ã€ã®è³‡æ–™ã§ã™
Ooo 2015/07/03
deeplearning
ãƒªãƒ³ã‚¯
OpenCVã§çŒ«æ¤œå‡º (ãƒ¢ãƒ‡ãƒ«é…å¸ƒ) - Qiita
(2014/09è¿½è¨˜) Deep Learning (ãƒ‡ã‚£ãƒ¼ãƒ—ãƒ©ãƒ¼ãƒ‹ãƒ³ã‚°ã€æ·±å±¤å¦ç¿’) ã®æŠ€è¡“ã‚’ç”¨ã„ã¦ã€çŒ«ã®å“ç¨®ã‚’è˜åˆ¥ã™ã‚‹æ–¹æ³•ã®è¨˜äº‹ã‚‚æ›¸ã„ã¦ã„ã¾ã™ã€‚ã‚‚ã—èˆˆå‘³ãŒã‚ã‚Œã°ã”å‚ç…§ãã ã•ã„ã€‚ Deep Learningã§çŒ«ã®å“ç¨®è˜åˆ¥ OpenCVã§çŒ«æ¤œå‡º (ã‚·ãƒ§ã‚³ãƒ© - å‰ç¥¥å¯º ãã‚ƒã‚Šã“) ãã“ã¨ç”»åƒå‡¦ç† part 1 â€“ ç´ æé›†ã‚ã§ã¯çŒ«ç”»åƒã®é›†ã‚æ–¹ã«ã¤ã„ã¦æ•´ç†ã—ã¾ã—ãŸãŒã€ã“ã“ã§ã¯ãã®é›†ã‚ãŸçŒ«ç”»åƒã‚’ä½¿ã£ã¦çŒ«æ¤œå‡ºç”¨ã®å¦ç¿’ãƒ¢ãƒ‡ãƒ«(åˆ†é¡žå™¨)ã‚’ä½œæˆã—ã¾ã—ãŸã€‚ æŠ€è¡“çš„ãªå†…å®¹è©³ç´°ã«ã¤ã„ã¦ã¯ãƒ–ãƒã‚°ã®æ–¹ã«æ›¸ã„ã¦ã‚ã‚Šã¾ã™ã®ã§èˆˆå‘³ãŒã‚ã‚Œã°ã€‚ãƒ¢ãƒ‡ãƒ«é…å¸ƒã«ã¤ã„ã¦ã¯ã“ã®ã‚¨ãƒ³ãƒˆãƒªãƒ¼ã®å¾ŒåŠã§èª¬æ˜Žã—ã¾ã™ã€‚ ãã“ã¨ç”»åƒå‡¦ç† part 2 â€“ çŒ«æ¤œå‡º å¦ç¿’ã¯ãŠé¦´æŸ“ã¿ã®Boosting(ã‚¢ãƒ³ã‚µãƒ³ãƒ–ãƒ«å¦ç¿’æ‰‹æ³•ã®1ã¤)ã§ã€‚ç‰¹å¾´é‡ã¯ãƒ¢ãƒ‡ãƒ«ä½œæˆã¨æ¤œè¨¼ã‚’é€Ÿãç¹°ã‚Šè¿”ã™ã“ã¨ãŒã§ãã‚‹LBPç‰¹å¾´ã‚’æŽ¡ç”¨ã—ã¾ã—ãŸã€‚ã¾ãŸã€ç´„7,000æžšã®ã‚¢ãƒŽãƒ†ãƒ¼ã‚·ãƒ§ãƒ³ãƒ‡ãƒ¼ã‚¿ã¯ã‚¯
Ooo 2015/05/19
OpenCV

DeepLearning
ãƒªãƒ³ã‚¯
1