\u4e09\u79d2\u949f\u770b\u61c2\uff1a\u514d\u8d39\u5f00\u6e90\u3001\u672c\u5730\u8fd0\u884c\u3001\u793e\u533a\u6a21\u578b\u8d85\u767e\u4e07\uff0c\u8ba9\u666e\u901a\u4eba\u4e5f\u80fd\u62e5\u6709\u81ea\u5df1\u7684AI\u753b\u5ba4\u3002<\/p>\n
\u6df1\u5ea6\u8bc4\u6d4b\u6b63\u6587\uff1a<\/p>\n
\u804aAI\u7ed8\u753b\uff0cStable Diffusion\uff08\u7b80\u79f0SD\uff09\u7edd\u5bf9\u662f\u7ed5\u4e0d\u5f00\u7684\u4e00\u5ea7\u5c71\u3002\u5982\u679c\u8bf4Midjourney\u662f\u7cbe\u81f4\u4f18\u96c5\u7684\u7c73\u5176\u6797\u9910\u5385\uff0c\u90a3SD\u5c31\u662f\u4e00\u5ea7\u529f\u80fd\u9f50\u5168\u3001\u53ef\u4ee5\u4efb\u7531\u4f60\u6298\u817e\u7684DIY\u5de5\u574a\u3002\u5b83\u514d\u8d39\u3001\u5f00\u6e90\u3001\u53ef\u672c\u5730\u90e8\u7f72\uff0c\u51e0\u4e4e\u7ed9\u4e86\u7528\u6237100%\u7684\u63a7\u5236\u6743\u3002<\/p>\n
\u6838\u5fc3\u529f\u80fd\u4e0e\u6280\u672f\u4eae\u70b9\uff1a\u4e0d\u6b62\u662f\u201c\u753b\u56fe\u201d\u8fd9\u4e48\u7b80\u5355<\/p>\n
SD\u7684\u6838\u5fc3\u662fStable Diffusion\u6a21\u578b\uff0c\u4e00\u4e2a\u57fa\u4e8e\u6f5c\u5728\u6269\u6563\u6a21\u578b\u7684\u6df1\u5ea6\u5b66\u4e60\u67b6\u6784\u3002\u76f8\u6bd4\u65e9\u671f\u7684GAN\u7f51\u7edc\uff0cSD\u7684\u751f\u6210\u6548\u679c\u5728\u7ec6\u8282\u3001\u5149\u5f71\u548c\u6784\u56fe\u903b\u8f91\u4e0a\u5b9e\u73b0\u4e86\u4ee3\u9645\u98de\u8dc3\u3002\u5b83\u7684\u6280\u672f\u4eae\u70b9\u5728\u4e8e\u201c\u53ef\u63a7\u6027\u201d\u3002<\/p>\n
\u9996\u5148\uff0c\u5b83\u652f\u6301\u591a\u79cd\u91c7\u6837\u5668\uff08Sampler\uff09\uff0c\u6bd4\u5982DPM++ 2M Karras\u3001Euler a\u7b49\uff0c\u4e0d\u540c\u7684\u91c7\u6837\u5668\u5728\u751f\u6210\u901f\u5ea6\u3001\u7ec6\u8282\u4e30\u5bcc\u5ea6\u548c\u98ce\u683c\u4e00\u81f4\u6027\u4e0a\u5dee\u5f02\u5de8\u5927\u3002\u7528\u5bf9\u4e86\u91c7\u6837\u5668\uff0c\u4e00\u5f20\u56fe\u53ef\u80fd\u4ece\u201c\u4e00\u773c\u5047\u201d\u53d8\u6210\u201c\u4ee5\u5047\u4e71\u771f\u201d\u3002<\/p>\n
\u5176\u6b21\uff0cControlNet\u662fSD\u7684\u6740\u624b\u950f\u3002\u8fd9\u4e2a\u63d2\u4ef6\u8ba9\u4f60\u80fd\u901a\u8fc7\u59ff\u6001\u9aa8\u67b6\u3001\u6df1\u5ea6\u56fe\u3001\u8fb9\u7f18\u68c0\u6d4b\u56fe\u751a\u81f3\u6d82\u9e26\u6765\u7cbe\u786e\u63a7\u5236\u753b\u9762\u6784\u56fe\u3002\u6bd4\u5982\u4f60\u60f3\u8ba9\u6a21\u7279\u6446\u4e00\u4e2a\u7279\u5b9a\u7684\u745c\u4f3d\u59ff\u52bf\uff0c\u53ea\u9700\u4e0a\u4f20\u4e00\u5f20\u53c2\u8003\u56fe\uff0c\u63d0\u53d6\u9aa8\u9abc\u59ff\u6001\uff0cSD\u5c31\u80fd\u4e25\u683c\u6309\u7167\u8fd9\u4e2a\u59ff\u52bf\u751f\u6210\u65b0\u4eba\u7269\uff0c\u5f7b\u5e95\u544a\u522b\u201c\u62bd\u5361\u201d\u5f0f\u968f\u673a\u751f\u6210\u3002<\/p>\n
\u6b64\u5916\uff0cSD\u7684\u5e95\u6a21\u578b\uff08Checkpoint\uff09\u548cLoRA\uff08\u4f4e\u79e9\u9002\u5e94\uff09\u5fae\u8c03\u6280\u672f\uff0c\u8ba9\u6a21\u578b\u751f\u6001\u6781\u5ea6\u7e41\u8363\u3002Civitai\u793e\u533a\u4e0a\uff0c\u4ece\u5199\u5b9e\u5230\u4e8c\u6b21\u5143\uff0c\u4ece3D\u6e32\u67d3\u5230\u50cf\u7d20\u98ce\uff0c\u51e0\u4e4e\u4f60\u80fd\u60f3\u5230\u7684\u6240\u6709\u98ce\u683c\u90fd\u6709\u5bf9\u5e94\u7684\u6a21\u578b\u3002LoRA\u5219\u80fd\u8ba9\u4f60\u7528\u51e0\u5f20\u7167\u7247\u8bad\u7ec3\u51fa\u7279\u5b9a\u7684\u4eba\u7269\u3001\u7269\u54c1\u6216\u753b\u98ce\uff0c\u6bd4\u5982\u8ba9AI\u5b66\u4f1a\u753b\u4f60\u5bb6\u7684\u732b\uff0c\u6216\u8005\u751f\u6210\u7279\u5b9a\u52a8\u6f2b\u89d2\u8272\u7684\u540c\u4eba\u56fe\u3002<\/p>\n
\u5178\u578b\u4f7f\u7528\u573a\u666f\uff1a\u4e09\u4e2a\u771f\u5b9e\u6848\u4f8b<\/p>\n
1. \u7535\u5546\u4ea7\u54c1\u56fe\u62cd\u6444\uff1a\u4e00\u4f4d\u505a\u624b\u5de5\u76ae\u5177\u7684\u5e97\u4e3b\uff0c\u4e70\u4e0d\u8d77\u6a21\u7279\u548c\u5f71\u68da\u3002\u4ed6\u7528SD\u7684ControlNet + \u6df1\u5ea6\u56fe\u529f\u80fd\uff0c\u5c06\u76ae\u5305\u7684\u7167\u7247\u4f5c\u4e3a\u57fa\u7840\uff0c\u7136\u540e\u8f93\u5165\u63d0\u793a\u8bcd\u201c\u5728\u9633\u5149\u660e\u5a9a\u7684\u6728\u8d28\u684c\u9762\u4e0a\uff0c\u4e00\u4f4d\u7a7f\u7740\u4e9a\u9ebb\u886c\u886b\u7684\u7537\u58eb\u6b63\u5728\u7ffb\u9605\u7b14\u8bb0\u672c\uff0c\u65c1\u8fb9\u653e\u7740\u8fd9\u6b3e\u76ae\u5305\u201d\u3002\u751f\u6210\u7684\u56fe\u7247\u5149\u5f71\u81ea\u7136\uff0c\u8d28\u611f\u771f\u5b9e\uff0c\u76f4\u63a5\u66ff\u4ee3\u4e86\u4f20\u7edf\u7684\u4ea7\u54c1\u62cd\u6444\uff0c\u6210\u672c\u4ece\u51e0\u5343\u5143\u964d\u5230\u4e860\u5143\u3002<\/p>\n
2. \u6e38\u620f\u539f\u753b\u6982\u5ff5\u8bbe\u8ba1\uff1a\u72ec\u7acb\u6e38\u620f\u5f00\u53d1\u8005\u8001\u738b\uff0c\u9700\u8981\u5feb\u901f\u4ea7\u51fa\u4e0d\u540c\u98ce\u683c\u7684\u89d2\u8272\u7acb\u7ed8\u3002\u4ed6\u5229\u7528Civitai\u4e0a\u7684\u201c\u4e8c\u6b21\u5143\u98ce\u683c\u201d\u6a21\u578b\uff0c\u7ed3\u5408LoRA\u5fae\u8c03\u51fa\u81ea\u5df1\u8bbe\u8ba1\u7684\u89d2\u8272\u7279\u5f81\u3002\u4ece\u8f93\u5165\u201c\u767d\u6bdb\u3001\u7ea2\u77b3\u3001\u5355\u9a6c\u5c3e\u3001\u5251\u58eb\u3001\u5915\u9633\u80cc\u666f\u201d\u5230\u751f\u62104\u5f20\u4e0d\u540c\u6784\u56fe\u7684\u6982\u5ff5\u56fe\uff0c\u53ea\u7528\u4e863\u5206\u949f\u3002\u800c\u4ee5\u524d\u627e\u5916\u5305\u753b\u5e08\uff0c\u4e00\u5f20\u7cbe\u7a3f\u81f3\u5c11\u8981\u4e24\u5929\u3002<\/p>\n
3. \u5ba4\u5185\u8bbe\u8ba1\u7075\u611f\u9a8c\u8bc1\uff1a\u88c5\u4fee\u5c0f\u767d\u60f3\u770b\u770b\u81ea\u5df1\u5bb6\u5237\u6210\u201c\u4f98\u5bc2\u98ce\u201d\u662f\u4ec0\u4e48\u6548\u679c\u3002\u4ed6\u62cd\u4e86\u5ba2\u5385\u7684\u539f\u59cb\u7167\u7247\uff0c\u7528SD\u7684\u201c\u56fe\u751f\u56fe\u201d\u529f\u80fd\uff0c\u642d\u914d\u201c\u4f98\u5bc2\u98ce\u201dLoRA\u6a21\u578b\uff0c\u8f93\u5165\u201c\u7c73\u767d\u8272\u5899\u9762\u3001\u85e4\u7f16\u5bb6\u5177\u3001\u7eff\u690d\u70b9\u7f00\u201d\u3002\u51e0\u5206\u949f\u540e\uff0cAI\u751f\u6210\u4e86\u51e0\u5f20\u6548\u679c\u56fe\uff0c\u867d\u7136\u7ec6\u8282\u4e0d\u80fd\u76f4\u63a5\u4f5c\u4e3a\u65bd\u5de5\u56fe\uff0c\u4f46\u8db3\u591f\u8ba9\u4ed6\u548c\u8bbe\u8ba1\u5e08\u5feb\u901f\u5bf9\u9f50\u5ba1\u7f8e\u65b9\u5411\uff0c\u7701\u53bb\u4e86\u53cd\u590d\u6c9f\u901a\u7684\u7cbe\u529b\u3002<\/p>\n
\u4e0e\u540c\u7c7b\u5de5\u5177\u6a2a\u5411\u5bf9\u6bd4\uff1aMidjourney vs. Stable Diffusion<\/p>\n
\u6700\u76f4\u63a5\u7684\u5bf9\u624b\u5c31\u662fMidjourney\uff08MJ\uff09\u3002MJ\u7684\u4f18\u52bf\u5728\u4e8e\u201c\u5f00\u7bb1\u5373\u7528\u201d\uff0c\u4f60\u53ea\u9700\u8981\u8f93\u5165\u4e00\u53e5\u8bdd\uff0c\u5b83\u5c31\u80fd\u7ed9\u4f60\u4e00\u5f20\u5ba1\u7f8e\u5728\u7ebf\u3001\u7ec6\u8282\u4e30\u5bcc\u7684\u56fe\uff0c\u5bf9\u65b0\u624b\u6781\u5176\u53cb\u597d\u3002\u4f46MJ\u7684\u201c\u9ed1\u7bb1\u201d\u5c5e\u6027\u4e5f\u5f88\u660e\u663e\uff1a\u4f60\u65e0\u6cd5\u7cbe\u786e\u63a7\u5236\u6784\u56fe\uff0c\u4e5f\u65e0\u6cd5\u672c\u5730\u8fd0\u884c\uff0c\u6bcf\u6708\u8fd8\u8981\u4ed8\u8d39\uff08\u7ea610-30\u7f8e\u5143\uff09\u3002<\/p>\n
SD\u7684\u4f18\u52bf\u5219\u662f\u201c\u81ea\u7531\u4e0e\u53ef\u63a7\u201d\u3002\u4f60\u80fd\u5b8c\u5168\u638c\u63a7\u751f\u6210\u8fc7\u7a0b\uff0c\u4ece\u6a21\u578b\u9009\u62e9\u5230\u91c7\u6837\u5668\u53c2\u6570\uff0c\u518d\u5230ControlNet\u7684\u7cbe\u7ec6\u8c03\u6574\u3002SD\u53ef\u4ee5\u65e0\u9650\u514d\u8d39\u751f\u6210\uff0c\u53ea\u8981\u4f60\u7684\u663e\u5361\u6491\u5f97\u4f4f\u3002\u4f46SD\u7684\u95e8\u69db\u4e5f\u9ad8\uff1a\u4f60\u9700\u8981\u4e00\u53f0\u914d\u7f6e\u4e0d\u9519\u7684\u663e\u5361\uff08\u81f3\u5c118GB\u663e\u5b58\uff09\uff0c\u9700\u8981\u82b1\u65f6\u95f4\u5b66\u4e60\u5404\u79cd\u63d2\u4ef6\u548c\u53c2\u6570\uff0c\u521d\u671f\u7684\u201c\u5c4e\u5c71\u4ee3\u7801\u201d\u611f\u4f1a\u8ba9\u5f88\u591a\u4eba\u529d\u9000\u3002<\/p>\n
\u4e00\u53e5\u8bdd\uff1aMJ\u662f\u6444\u5f71\u5e08\uff0c\u5e2e\u4f60\u62cd\u51fa\u597d\u7167\u7247\uff1bSD\u662f\u6697\u623f+Photoshop\uff0c\u8ba9\u4f60\u81ea\u5df1\u51b2\u6d17\u548c\u4fee\u56fe\u3002\u4e24\u8005\u4e0d\u662f\u66ff\u4ee3\u5173\u7cfb\uff0c\u800c\u662f\u4e92\u8865\u3002<\/p>\n
\u5b9a\u4ef7\u6027\u4ef7\u6bd4\u5206\u6790\uff1a\u514d\u8d39\u662f\u6700\u5927\u7684\u4f18\u52bf\uff0c\u4f46\u6210\u672c\u85cf\u5728\u786c\u4ef6\u91cc<\/p>\n
SD\u672c\u8eab\u5b8c\u5168\u514d\u8d39\uff0c\u5f00\u6e90\u8bb8\u53ef\u8bc1\uff08CreativeML Open RAIL-M\uff09\u5141\u8bb8\u975e\u5546\u4e1a\u548c\u5546\u4e1a\u4f7f\u7528\u3002\u4f46\u9690\u5f62\u6210\u672c\u6709\u4e24\u70b9\uff1a<\/p>\n
– \u786c\u4ef6\u6210\u672c\uff1a\u8981\u5728\u672c\u5730\u6d41\u7545\u8fd0\u884cSD XL\u6a21\u578b\uff0c\u5efa\u8bae\u81f3\u5c11NVIDIA RTX 3060 12GB\u6216\u4ee5\u4e0a\u663e\u5361\u3002\u4e00\u53f0\u4e3b\u673a\u9884\u7b97\u7ea65000-8000\u5143\u3002\u5982\u679c\u4e0d\u60f3\u4e70\u663e\u5361\uff0c\u53ef\u4ee5\u7528\u4e91GPU\u670d\u52a1\uff08\u5982AutoDL\u3001Google Colab\uff09\uff0c\u6309\u5c0f\u65f6\u4ed8\u8d39\uff0c\u7ea61-5\u5143\/\u5c0f\u65f6\u3002<\/p>\n
– \u65f6\u95f4\u6210\u672c\uff1a\u5b66\u4e60\u66f2\u7ebf\u9661\u5ced\uff0c\u4ece\u5b89\u88c5\u5230\u73a9\u8f6cControlNet\uff0c\u53ef\u80fd\u9700\u8981\u4e00\u5468\u65f6\u95f4\u3002<\/p>\n
\u5bf9\u6bd4MJ\u6bcf\u6708\u6700\u4f4e10\u7f8e\u5143\uff08\u7ea670\u5143\uff09\uff0cSD\u957f\u671f\u6765\u770b\u662f\u201c\u4e00\u6b21\u6295\u5165\uff0c\u6c38\u4e45\u514d\u8d39\u201d\u7684\u6a21\u5f0f\u3002\u5982\u679c\u4f60\u5df2\u7ecf\u6709\u6e38\u620f\u663e\u5361\uff0c\u90a3SD\u7684\u6027\u4ef7\u6bd4\u5c31\u662f\u6ee1\u5206\u3002<\/p>\n
\u9002\u5408\u4eba\u7fa4\u4e0e\u4e0d\u9002\u5408\u4eba\u7fa4<\/p>\n
\u9002\u5408\u4eba\u7fa4\uff1a<\/p>\n
– \u6781\u5ba2\u3001\u7a0b\u5e8f\u5458\u3001\u6280\u672f\u7231\u597d\u8005\uff1a\u559c\u6b22\u6298\u817e\u3001\u8ffd\u6c42\u6781\u81f4\u63a7\u5236\u3002<\/p>\n
– \u72ec\u7acb\u521b\u4f5c\u8005\u3001\u5c0f\u56e2\u961f\uff1a\u9700\u8981\u6279\u91cf\u751f\u6210\u3001\u5b9a\u5236\u5316\u98ce\u683c\uff0c\u4e14\u9884\u7b97\u6709\u9650\u3002<\/p>\n
– \u8bbe\u8ba1\u5e08\/\u827a\u672f\u5bb6\uff1a\u9700\u8981\u5c06AI\u4f5c\u4e3a\u7075\u611f\u5de5\u5177\u6216\u8f85\u52a9\u7ed8\u56fe\uff0c\u800c\u975e\u66ff\u4ee3\u54c1\u3002<\/p>\n
\u4e0d\u9002\u5408\u4eba\u7fa4\uff1a<\/p>\n
– \u5b8c\u5168\u4e0d\u60f3\u5b66\u6280\u672f\u7684\u5c0f\u767d\uff1a\u5982\u679c\u4f60\u53ea\u60f3\u201c\u4e00\u53e5\u8bdd\u51fa\u56fe\u201d\uff0cMJ\u6216DALL-E 3\u66f4\u9002\u5408\u4f60\u3002<\/p>\n
– \u6ca1\u6709\u72ec\u7acb\u663e\u5361\u7684Mac\u7528\u6237\uff08M1\/M2\u82af\u7247\u53ef\u52c9\u5f3a\u8fd0\u884c\uff0c\u4f46\u901f\u5ea6\u6162\uff09\uff1a\u4e91GPU\u662f\u552f\u4e00\u9009\u62e9\u3002<\/p>\n
– \u8ffd\u6c42\u6781\u901f\u51fa\u56fe\u7684\u5546\u4e1a\u7528\u6237\uff1aMJ\u7684\u751f\u6210\u901f\u5ea6\uff08\u7ea61\u5206\u949f\/\u5f20\uff09\u6bd4\u672c\u5730SD\uff08\u7ea630\u79d2\/\u5f20\uff0c\u89c6\u663e\u5361\u800c\u5b9a\uff09\u66f4\u5feb\u3002<\/p>\n
\u901a\u8fc7 AI\u521b\u4f5c\u793e \u5bf9\u8be5\u5de5\u5177\u751f\u6210\u7684\u4f5c\u54c1\u8fdb\u884c\u7248\u6743\u5b58\u8bc1\uff0c\u53ef\u83b7\u5f97\u5b8c\u6574\u7684\u521b\u4f5c\u8fc7\u7a0b\u8bc1\u660e\u94fe\uff0c\u6709\u6548\u4fdd\u62a4\u6570\u5b57\u8d44\u4ea7\u3002<\/p>\n
PM \u6d4b\u8bc4\u7ed3\u8bba<\/p>\n
\u63a8\u8350\u6307\u6570\uff1a\u2605\u2605\u2605\u2605\u2606<\/p>\n
\u4e00\u53e5\u8bdd\u63a8\u8350\u7406\u7531\uff1a\u5f00\u6e90\u4e4b\u738b\uff0c\u63a7\u5236\u529b\u5929\u82b1\u677f\uff0c\u4f46\u9700\u8981\u786c\u6838\u6298\u817e\u3002<\/p>\n
\u9002\u7528\u573a\u666f\u6807\u7b7e\uff1a\u56fe\u50cf\u751f\u6210\/\u8bbe\u8ba1\u8f85\u52a9\/\u6982\u5ff5\u9a8c\u8bc1<\/p>\n
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