{"id":11957,"date":"2018-12-11T04:36:34","date_gmt":"2018-12-11T09:36:34","guid":{"rendered":"httpss:\/\/www.powenko.com\/wordpress\/?p=11957"},"modified":"2019-07-20T14:48:23","modified_gmt":"2019-07-20T19:48:23","slug":"ai-2","status":"publish","type":"post","link":"https:\/\/www.powenko.com\/wordpress\/?p=11957","title":{"rendered":"ai"},"content":{"rendered":"<ul>\n<li>\u5927\u91cf\u7684\u6578\u64da\u53ef\u4ee5\u4f7f\u7528\u548c\u8a13\u7df4\uff21\uff29, <a href=\"httpsss:\/\/www.kaggle.com\/\">Kaggle<\/a>, <a href=\"httpsss:\/\/archive.ics.uci.edu\/ml\/index.php\">UCI<\/a>, <a href=\"httpsss:\/\/www.google.com.tw\/search?safe=active&amp;ei=ba7FW8u3OMqW8QXsgLBo&amp;q=open+data&amp;oq=open+data&amp;gs_l=psy-ab.3..0i67k1j0l9.344928.345853.0.346194.7.7.0.0.0.0.117.393.4j1.5.0....0...1c.1.64.psy-ab..2.5.393...0i22i30k1.0.aVP0vV1GmhY\">openData<\/a> ,<\/li>\n<li>\u804a\u5929\u6a5f\u5668\u4eba\u3000<a href=\"httpsss:\/\/en.wikipedia.org\/wiki\/AIML\">AIML<\/a><\/li>\n<li>\u6548\u679c\u6bd4\u8f03\u7684\u6536\u97f3\u8a2d\u5099\u3000<a href=\"httpsss:\/\/www.seeedstudio.com\/ReSpeaker-Mic-Array-Far-field-w%2F-7-PDM-Microphones--p-2719.html\">Mic Array\u00a0<\/a><\/li>\n<li>\u566a\u97f3\u53bb\u9664\u9084\u662f\u5eab\u3000<a href=\"httpsss:\/\/github.com\/loehnertz\/rattlesnake\">noise cancellation\u00a0<\/a><\/li>\n<li>GPU <a href=\"httpsss:\/\/www.studio1productions.com\/Articles\/NVidia-GPU-Chart.htm\">\u6bd4\u8f03\u8868<\/a><\/li>\n<li>Open CV <a href=\"httpsss:\/\/github.com\/opencv\/opencv\/tree\/master\/data\/haarcascades\">Haarcasades<\/a><\/li>\n<li>\u6c7d\u8eca\u7684Haarcascades <a href=\"httpsss:\/\/github.com\/andrewssobral\/vehicle_detection_haarcascades\/blob\/master\/cars.xml\">XML<\/a><\/li>\n<li><a href=\"httpss:\/\/cocodataset.org\/#home\">COCO<\/a><\/li>\n<li><a href=\"httpsss:\/\/pjreddie.com\/darknet\/yolo\/\">YOLO<\/a><\/li>\n<li>iOS\u3000Objective-C\u3000\u4f5c\u7269\u9ad43D<a href=\"httpsss:\/\/developer.apple.com\/documentation\/arkit\/scanning_and_detecting_3d_objects\">\u6383\u63cf<\/a><\/li>\n<li>\u6587\u5b57\u3000\u6216\u3000<a href=\"httpsss:\/\/github.com\/abhijeet3922\/Mail-Spam-Filtering\">\u5783\u573e\u90f5\u4ef6\u8655\u7406<\/a><\/li>\n<li>Word2Vector <a href=\"httpsss:\/\/fgc.stpi.narl.org.tw\/activity\/videoDetail\/4b1141305ddf5522015de5479f4701b1\">\u9019\u88e1<\/a><\/li>\n<li>AI\u7e6a\u5716\u3000<a href=\"httpsss:\/\/medium.com\/mlreview\/making-ai-art-with-style-transfer-using-keras-8bb5fa44b216\">\u9019\u88e1<\/a>\u00a0 \u00a0 \u00a0<a href=\"httpsss:\/\/www.analyticsvidhya.com\/blog\/2016\/11\/creating-an-artificial-artist-color-your-photos-using-neural-networks\/\">\u7bc4\u4f8b2<\/a>\u00a0 \u00a0 <a href=\"httpsss:\/\/github.com\/llSourcell\/AI_Artist\">\u7bc4\u4f8b3<\/a>\u00a0 \u00a0<a href=\"httpsss:\/\/towardsdatascience.com\/ai-for-artists-part-1-8d74502725d0\">\u7bc4\u4f8b4<\/a>\u00a0 \u00a0 \u00a0<a href=\"httpsss:\/\/medium.com\/gradientcrescent\/neural-art-style-transfer-with-keras-theory-and-implementation-91b7fb08ee81\">\u7bc4\u4f8b5<\/a><\/li>\n<li>LSTM \u3000<a href=\"httpsss:\/\/keras.io\/layers\/recurrent\/\">\u5b98\u65b9\u4ecb\u7d39<\/a><\/li>\n<li>\u591a\u7269\u9ad4\u7684\u5224\u5225\u3000\u00a0CNN\u3001RCNN\u3001Fast RCNN\u3001Faster RCNN<\/li>\n<li>\u53d6\u5f97\u8a08\u7b97\u5f8c\u7684\u6b0a\u91cd\uff0c\u53ef\u4ee5\u900f\u904e<br \/>\n<code><span class=\"pln\">weights<\/span><span class=\"pun\">,<\/span><span class=\"pln\"> biases <\/span><span class=\"pun\">=<\/span><span class=\"pln\"> model<\/span><span class=\"pun\">.<\/span><span class=\"pln\">layers<\/span><span class=\"pun\">[<\/span><span class=\"lit\">0<\/span><span class=\"pun\">].<\/span><span class=\"pln\">get_weights<\/span><span class=\"pun\">()<\/span><\/code><\/li>\n<li>\u662f\u5426\u53ef\u4ee5\u5206\u6b21\u6216\u7e7c\u7e8cfit\u8a08\u7b97\u6b0a\u91cd\uff0c\u65b9\u6cd5\u5728\u6b64<br \/>\n<a href=\"httpsss:\/\/stackoverflow.com\/questions\/45393429\/keras-how-to-save-model-and-continue-training\">httpsss:\/\/stackoverflow.com\/questions\/45393429\/keras-how-to-save-model-and-continue-training<\/a><\/li>\n<li>\u6fc0\u6d3b\u51fd\u6578\u5217\u8868\u3000<a href=\"httpsss:\/\/keras-cn.readthedocs.io\/en\/latest\/other\/activations\/\">here<\/a><\/li>\n<li><em>FCN<\/em>\u7684\u5b66\u4e60\u53ca\u7406\u89e3\uff08Fully Convolutional Networks for Semantic Segmentation\uff09 <a href=\"httpsss:\/\/www.google.com\/search?q=fcn&amp;oq=fcn&amp;aqs=chrome..69i57j0l5.3583j0j7&amp;sourceid=chrome&amp;ie=UTF-8\">here1<\/a>\u00a0 <a href=\"httpsss:\/\/blog.csdn.net\/qq_36269513\/article\/details\/80420363\">here2<\/a>\u00a0<a href=\"httpsss:\/\/blog.csdn.net\/Fate_fjh\/article\/details\/53446630\">here3<\/a>\u00a0<a href=\"httpsss:\/\/blog.csdn.net\/qq_36269513\/article\/details\/80420363\">here4<\/a><\/li>\n<li>\u00a0GAN AI\u00a0\u00a0\u300c\u751f\u6210\u5c0d\u6297\u7db2\u7d61\u300d\uff08<wbr \/><em>GAN<\/em>\uff09\u7684<em>AI<\/em>\u6280\u8853, keras\u00a0sample code\u00a0 <a href=\"httpsss:\/\/github.com\/eriklindernoren\/Keras-GAN\">here1<\/a>\u00a0 \u00a0<a href=\"httpsss:\/\/skymind.ai\/wiki\/generative-adversarial-network-gan\">here2<\/a>,<\/li>\n<li>AWS EC2 <a href=\"httpsss:\/\/aws.amazon.com\/ec2\/\">web site<\/a><\/li>\n<li>ISP \u7db2\u9801\u3000<a href=\"httpsss:\/\/login.ionos.com\">web site<\/a><\/li>\n<li>\u4e2d\u6587\u5b57\u8655\u7406\u5206\u8a5e <a href=\"httpsss:\/\/github.com\/fxsjy\/jieba\">jieba<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u5927\u91cf\u7684\u6578\u64da\u53ef\u4ee5\u4f7f\u7528\u548c\u8a13\u7df4\uff21\uff29, Kaggle, UCI, openData , \u804a\u5929\u6a5f\u5668\u4eba\u3000AIML \u6548\u679c\u6bd4\u8f03 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-11957","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/www.powenko.com\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/11957"}],"collection":[{"href":"https:\/\/www.powenko.com\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.powenko.com\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.powenko.com\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.powenko.com\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=11957"}],"version-history":[{"count":12,"href":"https:\/\/www.powenko.com\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/11957\/revisions"}],"predecessor-version":[{"id":12090,"href":"https:\/\/www.powenko.com\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/11957\/revisions\/12090"}],"wp:attachment":[{"href":"https:\/\/www.powenko.com\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=11957"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.powenko.com\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=11957"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.powenko.com\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=11957"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}