{"id":7522,"date":"2022-09-17T22:35:00","date_gmt":"2022-09-17T14:35:00","guid":{"rendered":"http:\/\/139.9.1.231\/?p=7522"},"modified":"2022-09-07T22:39:48","modified_gmt":"2022-09-07T14:39:48","slug":"pytorch_unet","status":"publish","type":"post","link":"http:\/\/139.9.1.231\/index.php\/2022\/09\/17\/pytorch_unet\/","title":{"rendered":"PyTorch\u533b\u5b66\u56fe\u50cf\u5206\u5272\u5f00\u6e90\u5e93"},"content":{"rendered":"\n<p class=\"has-bright-blue-background-color has-background\">github: <a href=\"https:\/\/github.com\/MontaEllis\/Pytorch-Medical-Segmentation\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/github.com\/MontaEllis\/Pytorch-Medical-S<strong><em>egmentation<\/em><\/strong><\/a><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"576\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/09\/image-74-1024x576.png\" alt=\"\" class=\"wp-image-7524\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/09\/image-74-1024x576.png 1024w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/09\/image-74-300x169.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/09\/image-74-768x432.png 768w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/09\/image-74.png 1204w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u57fa\u4e8ePyTorch\u7684\u4e13\u6ce8\u4e8e\u533b\u5b66\u56fe\u50cf\u5206\u5272\u7684\u5f00\u6e90\u5e93\uff0c\u5176\u652f\u6301\u6a21\u578b\u4e30\u5bcc\uff0c\u65b9\u4fbf\u6613\u7528\u3002\u5176\u53ef\u7b97\u4e3atorchio\u7684\u4e00\u4e2a\u5b9e\u4f8b\uff0c\u4f5c\u8005\u5c06\u5176\u7efc\u5408\u8d77\u6765\uff0c\u5305\u542b\u4f17\u591a\u7ecf\u5178\u7b97\u6cd5\uff0c\u5b9e\u7528\u6027\u6bd4\u8f83\u5f3a\u3002<\/p>\n\n\n\n<p><strong>\u8be5\u5e93\u7279\u70b9\uff1a<\/strong><\/p>\n\n\n\n<ol><li>\u652f\u63012D\u548c3D\u533b\u5b66\u56fe\u50cf\u5206\u5272\uff0c\u53ef\u4ee5\u4fee\u6539hparam.py\u6587\u4ef6\u6765\u786e\u5b9a\u662f2D\u5206\u5272\u8fd8\u662f3D\u5206\u5272\u4ee5\u53ca\u662f\u5426\u53ef\u4ee5\u8fdb\u884c\u591a\u5206\u7c7b\u3002<\/li><li>\u652f\u6301\u7edd\u5927\u6570\u4e3b\u6d41\u5206\u5272\u6a21\u578b\uff0c\u51e0\u4e4e\u63d0\u4f9b\u4e86\u6240\u6709\u76842D\u548c3D\u5206\u5272\u7684\u7b97\u6cd5\u3002<\/li><li>\u517c\u5bb9\u51e0\u4e4e\u6240\u6709\u7684\u533b\u5b66\u6570\u636e\u683c\u5f0f(\u4f8b\u5982 nii.gz, nii, mhd, nrrd, &#8230;)\uff0c\u4fee\u6539hparam.py\u7684fold\\_arch\u5373\u53ef\u3002<\/li><\/ol>\n\n\n\n<p>\u4f5c\u8005\u63d0\u4f9b\u4e86\u8bad\u7ec3\u548c\u6d4b\u8bd5\u63a8\u65ad\u7684\u4ee3\u7801\uff0c\u7b80\u5355\u914d\u7f6e\u540e\u8bad\u7ec3\u548c\u63a8\u65ad\u90fd\u4ec5\u9700\u8981\u4e00\u884c\u547d\u4ee4\u3002<\/p>\n\n\n\n<p><strong>\u5df2\u5305\u542b\u7684\u5206\u5272\u6a21\u578b\uff1a<\/strong><\/p>\n\n\n\n<ul><li>2D<\/li><li>&nbsp;unet<\/li><li>&nbsp;unet++<\/li><li>&nbsp;miniseg<\/li><li>&nbsp;segnet<\/li><li>&nbsp;pspnet<\/li><li>&nbsp;highresnet(copy from&nbsp;<a href=\"https:\/\/link.segmentfault.com\/?enc=sLJI%2FYRlAHRoWS0eU%2BfN2g%3D%3D.KA5uQbDmlEqsc%2FxMwUyj4ygh%2BO6%2FhCfc4L2ddc6sYdX155ZF6J1GJDluSJf2boRf\" rel=\"noreferrer noopener\" target=\"_blank\">https:\/\/github.com\/fepegar\/hi&#8230;<\/a>&nbsp;Thank you to&nbsp;fepegar&nbsp;for your generosity!)<\/li><li>&nbsp;deeplab<\/li><li>&nbsp;fcn<\/li><li>3D<\/li><li>&nbsp;unet3d<\/li><li>&nbsp;densevoxelnet3d<\/li><li>&nbsp;fcn3d<\/li><li>&nbsp;vnet3d<\/li><li>&nbsp;highresnert(copy from&nbsp;<a href=\"https:\/\/link.segmentfault.com\/?enc=KKMeExrpUlcvx7BXlI2PPg%3D%3D.gKjT%2BnmMeir2zJDGQNStnVV9tajq982spFmbrDfsgqIamGM%2BR%2BMUwCp9h%2B26DweC\" rel=\"noreferrer noopener\" target=\"_blank\">https:\/\/github.com\/fepegar\/hi&#8230;<\/a>&nbsp;Thank you to&nbsp;fepegar&nbsp;for your generosity!)<\/li><li>&nbsp;densenet3d<\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>github: https:\/\/github.com\/MontaEllis\/Pytorch-Medical-S &hellip; <a href=\"http:\/\/139.9.1.231\/index.php\/2022\/09\/17\/pytorch_unet\/\" class=\"more-link\">\u7ee7\u7eed\u9605\u8bfb<span class=\"screen-reader-text\">PyTorch\u533b\u5b66\u56fe\u50cf\u5206\u5272\u5f00\u6e90\u5e93<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[24,9],"tags":[],"_links":{"self":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/7522"}],"collection":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/comments?post=7522"}],"version-history":[{"count":2,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/7522\/revisions"}],"predecessor-version":[{"id":7525,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/7522\/revisions\/7525"}],"wp:attachment":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/media?parent=7522"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/categories?post=7522"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/tags?post=7522"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}