[B! SSD] z_dogmaã®ãƒ–ãƒƒã‚¯ãƒžãƒ¼ã‚¯

z_dogma id:z_dogma

SSDã«é–¢ã™ã‚‹z_dogmaã®ãƒ–ãƒƒã‚¯ãƒžãƒ¼ã‚¯ (4)

${{author_name}}$

{{{comment_expanded}}}

{{label}}

{{#is_bookmark}}ãƒªã‚¹ãƒˆ{{/is_bookmark}}{{^is_bookmark}}ãƒªãƒ³ã‚¯{{/is_bookmark}}

${{author_name}}$
{{author_name}}{{created}}
{{ #comment }}{{ comment }}{{ /comment }}
- {{ label }}

${{author_name}}$

{{{comment_expanded}}}

{{label}}

{{#is_bookmark}}ãƒªã‚¹ãƒˆ{{/is_bookmark}}{{^is_bookmark}}ãƒªãƒ³ã‚¯{{/is_bookmark}}

SSD:Single Shot Multibox Detector - Qiita
Deleted articles cannot be recovered. Draft of this article would be also deleted. Are you sure you want to delete this article? ç‰©ä½“æ¤œå‡ºãƒ‹ãƒ¥ãƒ¼ãƒ©ãƒ«ãƒãƒƒãƒˆãƒ¯ãƒ¼ã‚¯ã®SSDã‚’èª¿ã¹ã¦ã„ãŸã€‚ å‹‰å¼·ã®ãŸã‚ã«è«–æ–‡ã‚’è¨³ã™ã‚‹ã“ã¨ã«ã—ãŸã€‚ ä¸‹è¨˜ã®ãƒšãƒ¼ã‚¸ã‚’å‚è€ƒã«ã•ã›ã¦ã„ãŸã ã„ãŸã€‚ https://www.slideshare.net/takashiabe338/fast-rcnnfaster-rcnn https://www.slideshare.net/takanoriogata1121/ssd-single-shot-multibox-detector-eccv2016 â€»è¨³ã«ã¯é–“é•ã„ãŒãªã„ã‚ˆã†æ³¨æ„ã‚’æ‰•ã„ã¾ã—ãŸãŒã€å®Œå…¨ã§ã‚ã‚‹ã“ã¨ã‚’ä¿è¨¼ã§ãã¾ã›ã‚“ã€‚èª¤ã‚ŠãŒã‚ã‚Šã¾ã—ãŸã‚‰ãŠæ•™ãˆé¡˜ã„ã¾ã™ã€‚
z_dogma 2017/12/03
SSD

æ©Ÿæ¢°å¦ç¿’
ãƒªãƒ³ã‚¯
SSD: Single Shot MultiBox Detectorã‚’Google Cloud ML Engineä¸Šã§ç‰©ä½“æ¤œå‡ºAPIã¨ã—ã¦åˆ©ç”¨ã™ã‚‹
ç”»åƒå†…ã®ç‰©ä½“æ¤œå‡ºã¨è˜åˆ¥ã‚’è¡Œã†äºˆæ¸¬APIãŒå¿…è¦ã«ãªã£ãŸã®ã§ã€ç‰©ä½“æ¤œå‡ºãƒ‹ãƒ¥ãƒ¼ãƒ©ãƒ«ãƒãƒƒãƒˆãƒ¯ãƒ¼ã‚¯ã§ã‚ã‚‹SSD: Single Shot MultiBox Detectorã‚’Google Cloud ML Engineä¸Šã§è¨“ç·´ã—ã¦äºˆæ¸¬APIã¨ã—ã¦ä½¿ãˆã‚‹ã‚ˆã†ã«ã—ã¾ã—ãŸã€‚ ä½¿ã„æ–¹ Google Cloud ML Engineã§ãƒ¢ãƒ‡ãƒ«ã€å¦ç¿’æ™‚ã®ãƒ‘ãƒ©ãƒ¡ã‚¿ã€äºˆæ¸¬APIã®ãƒãƒ¼ã‚¸ãƒ§ãƒ³ãªã©ã‚’ã‚³ãƒ¼ãƒ‰ç®¡ç†ã™ã‚‹ãŸã‚ã€StarChartã‚’ä½¿ã„ã¾ã™ã€‚ ã‚³ãƒ¼ãƒ‰ç®¡ç†ãŒä¸è¦ã§ã‚ã‚Œã°ã€ãƒªãƒã‚¸ãƒˆãƒªã®ã‚³ãƒ¼ãƒ‰ã‚’Cloud Storageã«ã‚¢ãƒƒãƒ—ãƒãƒ¼ãƒ‰ã—ã¦gcloudã‚³ãƒžãƒ³ãƒ‰ãªã©ã§è¨“ç·´ã‚’è¡Œã£ã¦ãã ã•ã„ã€‚ è¨“ç·´ãƒ‡ãƒ¼ã‚¿ã‚»ãƒƒãƒˆãªã©ã‚’Cloud Storageã«é…ç½®ã—ãŸä¸Šã§ã€ä»¥ä¸‹ã®ã‚ˆã†ã«ã—ã¦è¨“ç·´ç”¨ã®ã‚¸ãƒ§ãƒ–ã‚’æŠ•å…¥ã—ã¾ã™ã€‚ $ pip install git+https://github.com/monochromegane/starchart.git
z_dogma 2017/11/12
SSD

API
ãƒªãƒ³ã‚¯
TensorFlowã§ç‰©ä½“é ˜åŸŸäºˆæ¸¬ï¼ˆRegion Proposalï¼‰ã‚’è©¦ã—ã¦ã¿ã‚‹ | Workpiles
æœ€è¿‘ã€ã¡ã‚‡ã£ã¨ã€ŽSSD:Single Shot MultiBox Detectorã€ã‚’å‹‰å¼·ä¸ã§ã™ã€‚ãƒ‡ã‚£ãƒ¼ãƒ—ãƒ©ãƒ¼ãƒ‹ãƒ³ã‚°ã‚’ä½¿ã£ãŸä¸€èˆ¬ç‰©ä½“æ¤œå‡ºã®ã‚¢ãƒ«ã‚´ãƒªã‚ºãƒ ã§ã€å†™çœŸã®â€œã©ã“ã«â€â€œãªã«ãŒâ€å†™ã£ã¦ã„ã‚‹ã‹ã‚’æŽ¨æ¸¬ã™ã‚‹ã‚¢ãƒ«ã‚´ãƒªã‚ºãƒ ã§ã™ã€‚ ä»Šå›žã¯ã€TensorFlowã§ç‰©ä½“é ˜åŸŸäºˆæ¸¬ã‚’è©¦ã—ã¦ã¿ã¾ã—ãŸã€‚SSDã«ã¤ã„ã¦ã‚‚æ›¸ã„ã¦ã„ã¾ã™ãŒã€ä»Šå›žè©¦ã—ãŸã“ã¨ã¨ã¯ã»ã¨ã‚“ã©é–¢ä¿‚ãªã‹ã£ãŸã‚Šã—ã¾ã™ï¼ˆå‚è€ƒã«ã¯ã—ã¦ã„ã¾ã™ãŒâ€¦SSDé›£ã—ã„ï¼‰ ä¸€èˆ¬ç‰©ä½“æ¤œå‡ºã‚¢ãƒ«ã‚´ãƒªã‚ºãƒ ã«ã¤ã„ã¦ ä¸€èˆ¬ç‰©ä½“æ¤œå‡ºã‚¢ãƒ«ã‚´ãƒªã‚ºãƒ ã«ã¤ã„ã¦ã¯ã€ä¸‹è¨˜ãƒ–ãƒã‚°ã§åˆ†ã‚Šæ˜“ãç´¹ä»‹ã•ã‚Œã¦ã„ã¾ã™ã€‚ Deep Learningã«ã‚ˆã‚‹ä¸€èˆ¬ç‰©ä½“æ¤œå‡ºã‚¢ãƒ«ã‚´ãƒªã‚ºãƒ ã®ç´¹ä»‹ ã©ã®ã‚¢ãƒ«ã‚´ãƒªã‚ºãƒ ã‚‚arXivã«è«–æ–‡ãŒä¸ŠãŒã£ã¦ã„ã¾ã™ã€‚ SSDã‹ã‚‰èªã¿å§‹ã‚ã‚‹ã¨ã€Faster R-CNNã€Fast R-CNNã€MultiBoxã€YOLOè¾ºã‚Šã¯èŠ‹ã¥ã‚‹ã§èªã‚€å¿…è¦ãŒå‡ºã¦ãã‚‹ã®ã§ã€å…¨ã¦ã‚’ç†è§£ã™ã‚‹ã®ã¯çµæ§‹å¤§å¤‰ã ã¨æ€ã†ã‚
z_dogma 2017/11/12
SSD

ã‚¢ãƒ«ã‚´ãƒªã‚ºãƒ

TensorFlow
ãƒªãƒ³ã‚¯
ç‰©ä½“æ¤œå‡ºã‚¢ãƒ«ã‚´ãƒªã‚ºãƒ (SSD : Single Shot MultiBox Detector)ã‚’å¦ç¿’ã•ã›ã¦ã¿ã‚‹ - Qiita
import pickle f = open('VOC20XX.pkl', 'rb') data = pickle.load(f) print(data.keys()) ############################################# # dict_keys(['000005.jpg', ..., '006739.jpg', ...]) ... # ã¿ãŸã„ãªæ„Ÿã˜ã§ç”»åƒåã®ãƒªã‚¹ãƒˆãŒè¡¨ç¤ºã•ã‚Œã¾ã™ã€‚ ############################################# print(data['007571.jpg']) ####################################################### # array([[ 0.272 , 0.26666667, 0.504 , 0.73866667, 0. , # 0.
z_dogma 2017/11/07
SSD
ãƒªãƒ³ã‚¯
1