\u4e09\u79d2\u949f\u770b\u61c2\uff1a\u5f00\u6e90\u3001\u514d\u8d39\u3001\u672c\u5730\u90e8\u7f72\uff0c\u62e5\u6709\u6d77\u91cf\u793e\u533a\u6a21\u578b\uff0c\u8ba9\u4e13\u4e1a\u7528\u6237\u5b9e\u73b0\u65e0\u9650\u521b\u610f\u5b9a\u5236\uff0c\u662fMidjourney\u7684\u201c\u53cd\u53db\u8005\u201d\u3002<\/p>\n
\u6df1\u5ea6\u8bc4\u6d4b\u6b63\u6587\uff1a<\/p>\n
\u5982\u679c\u4f60\u73a9AI\u7ed8\u753b\uff0c\u4e00\u5b9a\u7ed5\u4e0d\u5f00Stable Diffusion\uff08\u7b80\u79f0SD\uff09\u3002\u5b83\u4e0d\u50cfMidjourney\u90a3\u6837\u201c\u5f00\u7bb1\u5373\u7528\u201d\uff0c\u66f4\u50cf\u662f\u4e00\u5957\u7ed9\u6781\u5ba2\u548c\u8bbe\u8ba1\u5e08\u51c6\u5907\u7684\u201c\u4e50\u9ad8\u79ef\u6728\u201d\u2014\u2014\u57fa\u7840\u80fd\u529b\u5f3a\u5927\uff0c\u4f46\u771f\u6b63\u8ba9SD\u5c01\u795e\u7684\uff0c\u662f\u5b83\u80cc\u540e\u90a3\u4e2a\u50cf\u4e07\u82b1\u7b52\u4e00\u6837\u7684Civitai\u793e\u533a\u6a21\u578b\u751f\u6001\u3002<\/p>\n
\u6838\u5fc3\u529f\u80fd\u4e0e\u6280\u672f\u4eae\u70b9\uff1a\u4ece\u5e95\u5c42\u6a21\u578b\u5230\u65e0\u9650\u53ef\u80fd<\/p>\n
SD\u7684\u6838\u5fc3\u662fStability AI\u5f00\u6e90\u7684Latent Diffusion\u6a21\u578b\uff0c\u5b83\u901a\u8fc7\u5c06\u56fe\u50cf\u751f\u6210\u8fc7\u7a0b\u538b\u7f29\u5230\u201c\u6f5c\u5728\u7a7a\u95f4\u201d\uff0c\u5927\u5e45\u964d\u4f4e\u4e86\u8ba1\u7b97\u8d44\u6e90\u9700\u6c42\u3002\u4f60\u53ef\u80fd\u542c\u8bf4\u8fc7\u201c\u663e\u5b58\u4e0d\u591f\u201d\uff0c\u4f46SD\u76841.5\u7248\u672c\u57286GB\u663e\u5b58\u7684\u6d88\u8d39\u7ea7\u663e\u5361\u4e0a\u5c31\u80fd\u6d41\u7545\u8dd1\u56fe\uff0c\u8fd9\u57282022\u5e74\u7b80\u76f4\u662f\u964d\u7ef4\u6253\u51fb\u3002<\/p>\n
\u6280\u672f\u4eae\u70b9\u6709\u4e09\uff1a<\/p>\n
1. \u6a21\u578b\u5fae\u8c03\uff08Fine-tuning\uff09\uff1a\u8fd9\u662fSD\u7684\u7075\u9b42\u3002\u901a\u8fc7LoRA\u3001DreamBooth\u7b49\u6280\u672f\uff0c\u666e\u901a\u4eba\u4e5f\u80fd\u7528\u51e0\u5341\u5f20\u7167\u7247\u8bad\u7ec3\u51fa\u4e13\u5c5e\u98ce\u683c\u6a21\u578b\u3002\u6bd4\u5982\u4f60\u60f3\u751f\u6210\u201c\u5bab\u5d0e\u9a8f\u753b\u98ce\u7684\u8d5b\u535a\u670b\u514b\u201d\uff0c\u53ea\u9700\u4e0b\u8f7d\u4e00\u4e2aLoRA\uff0c\u6743\u91cd\u8c03\u52300.8\uff0c\u5c31\u80fd\u7cbe\u51c6\u63a7\u5236\u3002<\/p>\n
2. ControlNet\uff1a\u8fd9\u662fSD\u7684\u201c\u795e\u7ea7\u5916\u6302\u201d\u3002\u5b83\u80fd\u901a\u8fc7Canny\u8fb9\u7f18\u68c0\u6d4b\u3001\u6df1\u5ea6\u56fe\u3001\u59ff\u6001\u9aa8\u67b6\u7b49\u6761\u4ef6\uff0c\u7cbe\u786e\u63a7\u5236\u56fe\u50cf\u7ed3\u6784\u3002\u6bd4\u5982\u4f60\u62cd\u4e86\u4e00\u5f20\u7167\u7247\uff0c\u7528ControlNet\u63d0\u53d6\u4eba\u7269\u9aa8\u67b6\uff0c\u518d\u8f93\u5165\u201c\u5b87\u822a\u5458\u201d\uff0cSD\u5c31\u80fd\u751f\u6210\u4e00\u4e2a\u7a7f\u7740\u5b87\u822a\u670d\u4f46\u4fdd\u6301\u539f\u52a8\u4f5c\u7684\u4eba\u7269\uff0c\u8fd9\u5728\u5546\u4e1a\u8bbe\u8ba1\u4e2d\u7b80\u76f4\u662f\u964d\u7ef4\u6253\u51fb\u3002<\/p>\n
3. \u793e\u533a\u6a21\u578b\u5e93\uff08Civitai\uff09\uff1a\u8fd9\u662fSD\u7684\u201c\u5f39\u836f\u5e93\u201d\u3002\u76ee\u524dCivitai\u4e0a\u5df2\u6709\u8d85\u8fc710\u4e07\u4e2a\u6a21\u578b\uff0c\u4ece\u5199\u5b9e\u6444\u5f71\u5230\u4e8c\u6b21\u5143\uff0c\u4ece\u6c34\u58a8\u753b\u52303D\u6e32\u67d3\uff0c\u5e94\u6709\u5c3d\u6709\u3002\u6700\u706b\u7684\u201cChilloutMix\u201d\u6a21\u578b\uff0c\u4ec5\u970010\u6b65\u5c31\u80fd\u751f\u6210\u5ab2\u7f8e\u4e13\u4e1a\u6444\u5f71\u7684\u5199\u5b9e\u4eba\u50cf\u3002<\/p>\n
\u5178\u578b\u4f7f\u7528\u573a\u666f\uff1a\u4ece\u6478\u9c7c\u5230\u5546\u4e1a\u53d8\u73b0<\/p>\n
\u573a\u666f1\uff1a\u4e2a\u4eba\u521b\u610f\u5b9e\u9a8c<\/p>\n
\u6211\u6709\u4e2a\u670b\u53cb\uff0c\u7528SD + ControlNet + LoRA\uff0c\u4e09\u5929\u5185\u751f\u6210\u4e86200\u5f20\u201c\u84b8\u6c7d\u670b\u514b\u732b\u54aa\u201d\u7cfb\u5217\u56fe\uff0c\u6bcf\u5f20\u6784\u56fe\u3001\u5149\u5f71\u3001\u7ec6\u8282\u90fd\u4e0d\u540c\u3002\u4ed6\u76f4\u63a5\u628a\u8fd9\u4e9b\u56fe\u505a\u6210NFT\uff0c\u5728OpenSea\u4e0a\u5356\u4e863\u4e2aETH\u3002\u5173\u952e\u662f\uff0c\u6574\u4e2a\u8fc7\u7a0b\u96f6\u6210\u672c\uff08\u9664\u4e86\u7535\u8d39\uff09\uff0c\u800c\u4e14\u5b8c\u5168\u672c\u5730\u8fd0\u884c\uff0c\u9690\u79c1\u5b89\u5168\u3002<\/p>\n
\u573a\u666f2\uff1a\u7535\u5546\u4ea7\u54c1\u56fe\u5236\u4f5c<\/p>\n
\u4e00\u5bb6\u5356\u624b\u5de5\u7682\u7684\u5c0f\u5546\u5bb6\uff0c\u4ee5\u524d\u8bf7\u6444\u5f71\u5e08\u62cd\u4e00\u7ec4\u4ea7\u54c1\u56fe\u8981\u82b12000\u5143\u3002\u73b0\u5728\u7528SD\u751f\u6210\uff1a\u5148\u7528\u624b\u673a\u62cd\u4e00\u5f20\u4ea7\u54c1\u57fa\u7840\u56fe\uff0c\u7528ControlNet\u63d0\u53d6\u8f6e\u5ed3\uff0c\u518d\u8f93\u5165\u201c\u4ea7\u54c1\u653e\u5728\u5927\u7406\u77f3\u53f0\u9762\u4e0a\uff0c\u65c1\u8fb9\u6709\u5e72\u82b1\u548c\u8721\u70db\uff0c\u6696\u5149\uff0c\u5546\u4e1a\u6444\u5f71\u98ce\u683c\u201d\u300210\u5206\u949f\u751f\u621050\u5f20\u56fe\uff0c\u9009\u6700\u81ea\u7136\u7684\u90a3\u5f20\u76f4\u63a5\u4e0a\u67b6\u3002\u6548\u679c\u6bd4\u4e13\u4e1a\u5f71\u68da\u8fd8\u5e72\u51c0\u3002<\/p>\n
\u573a\u666f3\uff1a\u6e38\u620f\u539f\u753b\u6982\u5ff5\u8bbe\u8ba1<\/p>\n
\u72ec\u7acb\u6e38\u620f\u5f00\u53d1\u8005\u5c0f\u674e\uff0c\u9700\u8981\u8bbe\u8ba1\u4e00\u4e2a\u201c\u5e9f\u571f\u98ce\u683c\u7684\u673a\u68b0\u6050\u9f99\u201d\u3002\u4ed6\u7528SD+\u201cSci-Fi\u201d\u6a21\u578b\uff0c\u8f93\u5165\u201c\u673a\u68b0\u6050\u9f99\uff0c\u751f\u9508\u91d1\u5c5e\uff0c\u5e9f\u571f\u80cc\u666f\uff0c\u5c40\u90e8\u7279\u5199\u201d\uff0c\u7136\u540e\u53cd\u590d\u8c03\u6574\u5173\u952e\u8bcd\u548cCFG Scale\uff08\u63d0\u793a\u8bcd\u6743\u91cd\uff09\uff0c20\u5206\u949f\u5f97\u523020\u4e2a\u65b9\u6848\u3002\u9009\u4e2d\u4e00\u4e2a\u540e\uff0c\u518d\u7528Inpainting\u529f\u80fd\u8865\u5168\u7ec6\u8282\u3002\u6574\u4e2a\u6d41\u7a0b\u6bd4\u5916\u5305\u7ed9\u753b\u5e08\u5feb10\u500d\uff0c\u6210\u672c\u8282\u770190%\u3002<\/p>\n
\u4e0e\u540c\u7c7b\u5de5\u5177\u6a2a\u5411\u5bf9\u6bd4\uff1aMidjourney vs SD<\/p>\n
Midjourney\uff08MJ\uff09\u662f\u5f53\u524dAI\u7ed8\u56fe\u7684\u201c\u82f9\u679c\u201d\uff0cSD\u5219\u662f\u201c\u5b89\u5353\u201d\u3002<\/p>\n
– \u6613\u7528\u6027\uff1aMJ\u8d62\u3002MJ\u5728Discord\u91cc\u8f93\u5165\u6587\u5b57\u5c31\u51fa\u56fe\uff0cSD\u9700\u8981\u6298\u817e\u5b89\u88c5\u3001\u914d\u7f6e\u3001\u6a21\u578b\u4e0b\u8f7d\u3002\u5982\u679c\u4f60\u662f\u7eaf\u5c0f\u767d\uff0cMJ\u662f\u66f4\u597d\u7684\u9009\u62e9\u3002<\/p>\n
– \u63a7\u5236\u529b\uff1aSD\u8d62\u3002MJ\u7684\u201c\u63a7\u5236\u201d\u57fa\u672c\u9760\u62bd\u5361\uff0c\u5f88\u96be\u7cbe\u786e\u8fd8\u539f\u6784\u56fe\u3002SD\u901a\u8fc7ControlNet\u3001Inpainting\u3001\u533a\u57df\u63d0\u793a\u8bcd\u7b49\uff0c\u80fd\u505a\u5230\u50cf\u7d20\u7ea7\u63a7\u5236\u3002\u6bd4\u5982\u4f60\u60f3\u8ba9\u201c\u753b\u9762\u5de6\u8fb9\u662f\u7ea2\u8272\u6c7d\u8f66\uff0c\u53f3\u8fb9\u662f\u84dd\u8272\u6c7d\u8f66\u201d\uff0cMJ\u5927\u6982\u7387\u4f1a\u6df7\u5728\u4e00\u8d77\uff0cSD\u53ef\u4ee5\u7cbe\u786e\u6307\u5b9a\u3002<\/p>\n
– \u98ce\u683c\u591a\u6837\u6027\uff1aSD\u8d62\u3002MJ\u53ea\u6709\u5b98\u65b9\u6a21\u578b\uff0c\u98ce\u683c\u6709\u9650\u3002SD\u670910\u4e07\u4e2a\u793e\u533a\u6a21\u578b\uff0c\u4f60\u751a\u81f3\u53ef\u4ee5\u627e\u5230\u201c\u68b5\u9ad8\u98ce\u683c\u201d+\u201c\u6f2b\u5a01\u98ce\u683c\u201d\u7684\u878d\u5408\u6a21\u578b\u3002<\/p>\n
– \u5546\u4e1a\u4f7f\u7528\uff1aSD\u8d62\u3002\u5f00\u6e90\u534f\u8bae\u5141\u8bb8\u5546\u7528\uff08\u9700\u6ce8\u610f\u6a21\u578b\u672c\u8eab\u7248\u6743\uff09\uff0c\u4e14\u672c\u5730\u90e8\u7f72\u65e0\u9690\u79c1\u98ce\u9669\u3002MJ\u7684\u4ed8\u8d39\u7248\u6709\u4e25\u683c\u7684\u751f\u6210\u6b21\u6570\u548c\u5206\u8fa8\u7387\u9650\u5236\u3002<\/p>\n
\u4e00\u53e5\u8bdd\u603b\u7ed3\uff1a\u8ffd\u6c42\u6548\u7387\u3001\u4e0d\u60f3\u6298\u817e\u7684\u4eba\u9009MJ\uff1b\u8ffd\u6c42\u6781\u81f4\u63a7\u5236\u3001\u6709\u7279\u5b9a\u98ce\u683c\u9700\u6c42\u3001\u6216\u5bf9\u9690\u79c1\u654f\u611f\u7684\u4eba\uff0c\u9009SD\u3002<\/p>\n
\u5b9a\u4ef7\u6027\u4ef7\u6bd4\u5206\u6790\uff1a\u514d\u8d39\uff0c\u4f46\u9690\u6027\u6210\u672c\u4e0d\u4f4e<\/p>\n
SD\u672c\u8eab\u514d\u8d39\uff0c\u4f46\u9690\u6027\u6210\u672c\u9700\u8981\u7b97\u6e05\u695a\uff1a<\/p>\n
– \u786c\u4ef6\u6210\u672c\uff1a\u63a8\u8350RTX 3060 12GB\u4ee5\u4e0a\u663e\u5361\uff0c\u4e8c\u624b\u7ea62000\u5143\u3002\u5982\u679c\u6ca1\u663e\u5361\uff0c\u7528Google Colab\u514d\u8d39\u7248\u4e5f\u80fd\u8dd1\uff0c\u4f46\u901f\u5ea6\u6162\u4e14\u6709\u9650\u5236\u3002<\/p>\n
– \u65f6\u95f4\u6210\u672c\uff1a\u5b66\u4e60\u66f2\u7ebf\u9661\u5ced\u3002\u5b89\u88c5\u73af\u5883\u3001\u4e0b\u8f7d\u6a21\u578b\u3001\u8c03\u53c2\uff0c\u65b0\u624b\u81f3\u5c11\u82b13-5\u5929\u624d\u80fd\u7a33\u5b9a\u51fa\u56fe\u3002\u4f46\u5982\u679c\u613f\u610f\u6295\u5165\uff0c\u540e\u7eed\u6536\u76ca\u6781\u9ad8\u3002<\/p>\n
– \u6a21\u578b\u6210\u672c\uff1aCivitai\u4e0a\u7684\u6a21\u578b90%\u514d\u8d39\uff0c\u4f46\u90e8\u5206\u9ad8\u8d28\u91cf\u7684LoRA\u9700\u8981\u8d5e\u52a9\u4f5c\u8005\uff08\u901a\u5e385-20\u7f8e\u5143\uff09\u3002<\/p>\n
\u5bf9\u6bd4MJ\u7684\u4ed8\u8d39\u6a21\u5f0f\uff0810\u7f8e\u5143\/\u6708\uff0c200\u5f20\u751f\u6210\uff09\uff0cSD\u7684\u957f\u671f\u6210\u672c\u51e0\u4e4e\u4e3a\u96f6\uff0c\u4f46\u9700\u8981\u4f60\u201c\u7528\u65f6\u95f4\u6362\u91d1\u94b1\u201d\u3002\u5982\u679c\u4f60\u662f\u91cd\u5ea6\u7528\u6237\uff08\u6708\u751f\u6210\u91cf>500\u5f20\uff09\uff0cSD\u7684\u6027\u4ef7\u6bd4\u78be\u538bMJ\u3002<\/p>\n
\u9002\u5408\u4eba\u7fa4\u4e0e\u4e0d\u9002\u5408\u4eba\u7fa4<\/p>\n
\u9002\u5408\u4eba\u7fa4\uff1a<\/p>\n
– \u8bbe\u8ba1\u5e08\/\u63d2\u753b\u5e08\uff1a\u60f3\u7528AI\u52a0\u901f\u521b\u610f\u8fc7\u7a0b\uff0c\u800c\u4e0d\u662f\u66ff\u4ee3\u81ea\u5df1\u3002<\/p>\n
– \u72ec\u7acb\u5f00\u53d1\u8005\/\u521b\u4e1a\u8005\uff1a\u9700\u8981\u5feb\u901f\u751f\u6210\u4ea7\u54c1\u56fe\u3001\u6982\u5ff5\u56fe\uff0c\u4e14\u9884\u7b97\u6709\u9650\u3002<\/p>\n
– \u6781\u5ba2\/\u6280\u672f\u7231\u597d\u8005\uff1a\u4eab\u53d7\u6298\u817e\u3001\u8c03\u53c2\u3001\u63a2\u7d22\u6280\u672f\u6781\u9650\u7684\u8fc7\u7a0b\u3002<\/p>\n
– \u9690\u79c1\u654f\u611f\u7528\u6237\uff1a\u4e0d\u60f3\u628a\u6570\u636e\u4e0a\u4f20\u5230\u4e91\u7aef\uff0c\u5e0c\u671b\u6240\u6709\u751f\u6210\u90fd\u5728\u672c\u5730\u5b8c\u6210\u3002<\/p>\n
\u4e0d\u9002\u5408\u4eba\u7fa4\uff1a<\/p>\n
– \u7eaf\u5c0f\u767d\uff1a\u53ea\u60f3\u201c\u4e00\u53e5\u8bdd\u51fa\u56fe\u201d\uff0c\u4e0d\u60f3\u5b66\u4efb\u4f55\u6280\u672f\u7ec6\u8282\u3002<\/p>\n
– \u663e\u5361\u4e0d\u8db3\u7684\u7528\u6237\uff1a\u96c6\u6210\u663e\u5361\u62164GB\u4ee5\u4e0b\u663e\u5b58\u7684\u7528\u6237\uff0c\u4f53\u9a8c\u4f1a\u975e\u5e38\u75db\u82e6\u3002<\/p>\n
– \u8ffd\u6c42\u6781\u81f4\u6548\u7387\u7684\u5546\u4e1a\u7528\u6237\uff1a\u5982\u679c\u6bcf\u5929\u9700\u8981\u751f\u62101000\u5f20\u56fe\u4e14\u8981\u6c42\u5feb\u901f\u51fa\u56fe\uff0c\u5efa\u8bae\u7528MJ\u7684API\u6216\u4e91\u7aef\u670d\u52a1\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
1. \u63a8\u8350\u6307\u6570\uff1a\u2605\u2605\u2605\u2605\u2605<\/p>\n
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