\u4e09\u79d2\u949f\u770b\u61c2\uff1a\u5f00\u6e90\u3001\u514d\u8d39\u3001\u672c\u5730\u8fd0\u884c\uff0c\u901a\u8fc7\u793e\u533a\u6a21\u578b\u5e93\uff08Civitai\uff09\u5b9e\u73b0\u65e0\u9650\u98ce\u683c\uff0c\u662f\u8ffd\u6c42\u6781\u81f4\u53ef\u63a7\u6027\u548c\u9690\u79c1\u7684\u521b\u4f5c\u8005\u9996\u9009\u3002<\/p>\n
\u6df1\u5ea6\u8bc4\u6d4b\u6b63\u6587<\/p>\n
\u5728 AI \u7ed8\u56fe\u9886\u57df\uff0cStable Diffusion\uff08\u7b80\u79f0 SD\uff09\u662f\u4e00\u4e2a\u5f02\u7c7b\u3002\u5f53 Midjourney \u8fd8\u5728\u7528 Discord \u4f18\u96c5\u5730\u6536\u7740\u8ba2\u9605\u8d39\uff0cDALL-E 3 \u88ab OpenAI \u7d27\u7d27\u6525\u5728\u624b\u91cc\u65f6\uff0cSD \u9009\u62e9\u4e86\u5b8c\u5168\u4e0d\u540c\u7684\u8def\uff1a\u5f00\u6e90\u3001\u514d\u8d39\u3001\u672c\u5730\u5316\u3002\u8fd9\u542c\u8d77\u6765\u50cf\u6781\u5ba2\u7684\u73a9\u5177\uff0c\u4f46\u4e8b\u5b9e\u4e0a\uff0c\u5b83\u5df2\u7ecf\u6210\u957f\u4e3a\u4e00\u4e2a\u5e9e\u5927\u4e14\u5145\u6ee1\u751f\u547d\u529b\u7684\u521b\u4f5c\u751f\u6001\u3002<\/p>\n
\u6838\u5fc3\u529f\u80fd\u4e0e\u6280\u672f\u4eae\u70b9\uff1a\u4ece\u201c\u80fd\u753b\u201d\u5230\u201c\u80fd\u63a7\u201d<\/p>\n
SD \u6700\u6838\u5fc3\u7684\u6280\u672f\u7a81\u7834\u5728\u4e8e\u5b83\u662f\u4e00\u5957\u5b8c\u6574\u7684\u6269\u6563\u6a21\u578b\u6846\u67b6\uff0c\u800c\u975e\u4e00\u4e2a\u5c01\u95ed\u7684 App\u3002\u8fd9\u610f\u5473\u7740\u4f60\u53ef\u4ee5\u5b8c\u5168\u638c\u63a7\u5b83\u7684\u6bcf\u4e00\u4e2a\u53c2\u6570\u3002\u5b83\u7684\u57fa\u7840\u7248\u672c\uff08SD 1.5 \/ SDXL \/ SD 3\uff09\u5df2\u7ecf\u80fd\u751f\u6210\u8d28\u91cf\u4e0d\u9519\u7684\u56fe\u50cf\uff0c\u4f46\u771f\u6b63\u8ba9\u5b83\u5c01\u795e\u7684\uff0c\u662f\u793e\u533a\u9a71\u52a8\u7684 LoRA\uff08Low-Rank Adaptation\uff0c\u4f4e\u79e9\u9002\u5e94\uff09\u548c ControlNet\uff08\u63a7\u5236\u7f51\u7edc\uff09\u6280\u672f\u3002<\/p>\n
LoRA \u5c31\u50cf\u7ed9\u6a21\u578b\u201c\u6253\u8865\u4e01\u201d\u3002\u4f60\u4e0d\u9700\u8981\u91cd\u65b0\u8bad\u7ec3\u6574\u4e2a\u6a21\u578b\uff0c\u53ea\u9700\u4e0b\u8f7d\u4e00\u4e2a\u51e0 MB \u5230\u51e0\u767e MB \u7684\u6587\u4ef6\uff0c\u5c31\u80fd\u8ba9 SD \u77ac\u95f4\u5b66\u4f1a\u753b\u67d0\u4e2a\u4eba\u7269\uff08\u6bd4\u5982\u7279\u5b9a\u660e\u661f\uff09\u3001\u67d0\u79cd\u753b\u98ce\uff08\u6bd4\u5982\u5409\u535c\u529b\u5de5\u4f5c\u5ba4\u98ce\u683c\uff09\u6216\u67d0\u4e2a\u7269\u4f53\uff08\u6bd4\u5982\u7279\u5b9a\u578b\u53f7\u7684\u6c7d\u8f66\uff09\u3002Civitai \u793e\u533a\u6a21\u578b\u5e93\u76ee\u524d\u6709\u8d85\u8fc7 100 \u4e07\u4e2a LoRA \u548c Checkpoint\uff08\u57fa\u7840\u6a21\u578b\uff09\u53ef\u4f9b\u4e0b\u8f7d\uff0c\u8fd9\u76f4\u63a5\u8ba9 SD \u7684\u98ce\u683c\u5e93\u81a8\u80c0\u5230\u4e86\u5176\u4ed6\u5de5\u5177\u65e0\u6cd5\u4f01\u53ca\u7684\u7a0b\u5ea6\u3002<\/p>\n
ControlNet \u5219\u662f\u201c\u63a7\u5236\u72c2\u201d\u7684\u798f\u97f3\u3002\u5b83\u80fd\u901a\u8fc7\u989d\u5916\u7684\u8f93\u5165\u56fe\u50cf\uff08\u5982\u9aa8\u9abc\u56fe\u3001\u6df1\u5ea6\u56fe\u3001\u7ebf\u7a3f\uff09\u6765\u7cbe\u786e\u63a7\u5236\u751f\u6210\u56fe\u50cf\u7684\u7ed3\u6784\u3002\u6bd4\u5982\uff0c\u4f60\u62cd\u4e00\u5f20\u7167\u7247\uff0c\u7528 OpenPose\uff08\u59ff\u6001\u4f30\u8ba1\uff09\u63d0\u53d6\u9aa8\u9abc\uff0c\u518d\u8f93\u5165 SD\uff0c\u5b83\u5c31\u80fd\u751f\u6210\u4e00\u5f20\u4e0e\u4f60\u52a8\u4f5c\u4e00\u6a21\u4e00\u6837\u7684\u54ea\u5412\u753b\u50cf\u3002\u8fd9\u79cd\u7ea7\u522b\u7684\u63a7\u5236\u529b\uff0c\u5728 Midjourney \u91cc\u9700\u8981\u53cd\u590d\u62bd\u5361\uff0c\u800c\u5728 SD \u91cc\uff0c\u4e00\u6b21\u5c31\u80fd\u7cbe\u51c6\u5b9a\u4f4d\u3002<\/p>\n
\u6b64\u5916\uff0cSD \u652f\u6301\u5168\u5e73\u53f0\u90e8\u7f72\u3002\u5728 Windows \u4e0a\uff0c\u4f60\u53ef\u4ee5\u7528 Stable Diffusion WebUI\uff08Automatic1111\uff09\u6216 ComfyUI \u8fd9\u4e9b\u56fe\u5f62\u754c\u9762\uff0c\u4e00\u952e\u5b89\u88c5\u540e\u5373\u53ef\u4f7f\u7528\u3002Mac \u7528\u6237\u4e5f\u80fd\u7528 Draw Things \u6216 DiffusionBee \u7b49\u7b80\u5316\u7248\u3002\u5bf9\u4e8e\u6709\u7f16\u7a0b\u80fd\u529b\u7684\u7528\u6237\uff0c\u8fd8\u53ef\u4ee5\u901a\u8fc7 Python \u8c03\u7528 API\uff0c\u5b9e\u73b0\u6279\u91cf\u751f\u6210\u3001\u81ea\u52a8\u5316\u5de5\u4f5c\u6d41\u3002<\/p>\n
\u5178\u578b\u4f7f\u7528\u573a\u666f\uff1a\u4ece\u827a\u672f\u521b\u4f5c\u5230\u5546\u4e1a\u5e94\u7528<\/p>\n
1. \u6e38\u620f\u4e0e\u6982\u5ff5\u8bbe\u8ba1\uff1a\u5feb\u901f\u8fed\u4ee3\u89d2\u8272\u4e0e\u573a\u666f<\/p>\n
– \u771f\u5b9e\u6848\u4f8b\uff1a\u4e00\u4f4d\u72ec\u7acb\u6e38\u620f\u5f00\u53d1\u8005\u9700\u8981\u5feb\u901f\u751f\u6210 100 \u4e2a\u4e0d\u540c\u98ce\u683c\u7684\u201c\u54e5\u7279\u5f0f\u57ce\u5821\u201d\u3002\u4ed6\u7528 SD \u7684\u201c\u6587\u672c\u751f\u6210\u56fe\u50cf\u201d\u529f\u80fd\uff0c\u914d\u5408 C \u7ad9\uff08Civitai\uff09\u4e0b\u8f7d\u7684\u201c\u5947\u5e7b\u5efa\u7b51\u201d\u6a21\u578b\uff0c\u518d\u901a\u8fc7 ControlNet \u7684\u201c\u6df1\u5ea6\u56fe\u201d\u63a7\u5236\u5efa\u7b51\u7ed3\u6784\uff0c\u534a\u5c0f\u65f6\u5185\u5c31\u8f93\u51fa\u4e86 50 \u5f20\u9ad8\u8d28\u91cf\u6982\u5ff5\u56fe\u3002\u800c\u5728\u5916\u5305\u516c\u53f8\uff0c\u8fd9\u901a\u5e38\u9700\u8981 2-3 \u5929\u3002<\/p>\n
2. \u7535\u5546\u4ea7\u54c1\u56fe\u4e0e\u6a21\u7279\u6362\u88c5<\/p>\n
– \u771f\u5b9e\u6848\u4f8b\uff1a\u4e00\u5bb6\u5c0f\u578b\u670d\u88c5\u7535\u5546\u516c\u53f8\uff0c\u6ca1\u6709\u9884\u7b97\u8bf7\u6a21\u7279\u548c\u5916\u62cd\u3002\u4ed6\u4eec\u62cd\u6444\u4e86\u8863\u670d\u7684\u5e73\u94fa\u56fe\uff0c\u7136\u540e\u7528 SD \u7684 Inpainting\uff08\u5c40\u90e8\u91cd\u7ed8\uff09\u529f\u80fd\uff0c\u5c06\u8863\u670d\u201c\u7a7f\u201d\u5230\u751f\u6210\u7684\u865a\u62df\u6a21\u7279\u8eab\u4e0a\u3002\u914d\u5408 LoRA \u6a21\u578b\u8c03\u6574\u6a21\u7279\u7684\u9762\u90e8\u7279\u5f81\uff08\u5982\u4e9a\u6d32\u9762\u5b54\uff09\uff0c\u751f\u6210\u7684\u4ea7\u54c1\u56fe\u51e0\u4e4e\u770b\u4e0d\u51fa AI \u75d5\u8ff9\uff0c\u6210\u672c\u964d\u4f4e 90%\u3002<\/p>\n
3. \u4e2a\u4eba\u521b\u610f\u4e0e\u6570\u5b57\u827a\u672f\u6536\u85cf<\/p>\n
– \u771f\u5b9e\u6848\u4f8b\uff1a\u4e00\u4f4d\u63d2\u753b\u5e08\u60f3\u521b\u4f5c\u4e00\u7cfb\u5217\u201c\u8d5b\u535a\u670b\u514b\u732b\u54aa\u201d\u7684 NFT \u4f5c\u54c1\u3002\u4ed6\u5229\u7528 SD \u7684\u201c\u56fe\u50cf\u5230\u56fe\u50cf\u201d\u529f\u80fd\uff0c\u5148\u624b\u7ed8\u4e00\u5f20\u732b\u54aa\u8349\u7a3f\uff0c\u7136\u540e\u8ba9 SD \u5c06\u5176\u8f6c\u5316\u4e3a\u8d5b\u535a\u670b\u514b\u98ce\u683c\uff0c\u518d\u901a\u8fc7 LoRA \u5fae\u8c03\u7ec6\u8282\uff0c\u6700\u7ec8\u751f\u6210 500 \u5f20\u98ce\u683c\u7edf\u4e00\u4f46\u7ec6\u8282\u5404\u5f02\u7684\u56fe\u50cf\u3002\u8fd9\u4e9b\u4f5c\u54c1\u540e\u6765\u5728 OpenSea \u4e0a\u6210\u529f\u552e\u51fa\u3002<\/p>\n
\u4e0e\u540c\u7c7b\u5de5\u5177\u6a2a\u5411\u5bf9\u6bd4\uff1a\u81ea\u7531 vs \u4fbf\u5229<\/p>\n
\u4e0e Midjourney \u76f8\u6bd4\uff0cSD \u7684\u4f18\u52bf\u662f\u201c\u7edd\u5bf9\u81ea\u7531\u201d\uff0c\u52a3\u52bf\u662f\u201c\u4f7f\u7528\u95e8\u69db\u9ad8\u201d\u3002<\/p>\n
– \u81ea\u7531\u5ea6\uff1aSD \u5b8c\u80dc\u3002\u4f60\u53ef\u4ee5\u6539\u6a21\u578b\u3001\u8c03\u53c2\u6570\u3001\u7528 ControlNet \u63a7\u5236\u6784\u56fe\u3001\u672c\u5730\u8fd0\u884c\u4fdd\u62a4\u9690\u79c1\u3002Midjourney \u5219\u662f\u4e00\u4e2a\u9ed1\u76d2\uff0c\u4f60\u53ea\u80fd\u901a\u8fc7 Prompt \u548c\u6709\u9650\u7684\u53c2\u6570\uff08\u5982 –ar\u3001–s\uff09\u6765\u5f71\u54cd\u7ed3\u679c\u3002<\/p>\n
– \u6613\u7528\u6027\uff1aMidjourney \u5b8c\u80dc\u3002\u6253\u5f00 Discord\uff0c\u8f93\u5165 \/imagine\uff0c\u7b49 30 \u79d2\uff0c\u51fa\u56fe\u3002SD \u5219\u9700\u8981\u5b89\u88c5\u73af\u5883\u3001\u4e0b\u8f7d\u6a21\u578b\u3001\u5b66\u4e60\u5404\u79cd\u53c2\u6570\u3001\u89e3\u51b3\u5404\u79cd\u62a5\u9519\uff08\u6bd4\u5982\u663e\u5b58\u4e0d\u8db3\uff09\u3002<\/p>\n
– \u793e\u533a\u4e0e\u6a21\u578b\uff1aSD \u5b8c\u80dc\u3002Civitai \u793e\u533a\u6a21\u578b\u5e93\u7684\u4e30\u5bcc\u7a0b\u5ea6\uff0c\u662f Midjourney \u7528\u6237\u65e0\u6cd5\u60f3\u8c61\u7684\u3002\u4f60\u53ef\u4ee5\u76f4\u63a5\u4e0b\u8f7d\u4e00\u4e2a\u201c\u5bab\u5d0e\u9a8f\u98ce\u683c\u201d\u7684\u6a21\u578b\uff0c\u7136\u540e\u751f\u6210\u4e00\u5f20\u5b8c\u7f8e\u590d\u523b\u8d28\u611f\u7684\u56fe\u50cf\u3002Midjourney \u5219\u9700\u8981\u901a\u8fc7 Prompt \u53cd\u590d\u5c1d\u8bd5\u3002<\/p>\n
– \u6210\u672c\uff1aSD \u514d\u8d39\uff08\u4ec5\u9700\u7535\u8d39\u4e0e\u663e\u5361\u6210\u672c\uff09\u3002Midjourney \u8d77\u6b65\u4ef7 10 \u7f8e\u5143\/\u6708\uff0c\u5982\u679c\u4f60\u91cd\u5ea6\u4f7f\u7528\uff0c\u6210\u672c\u4e0d\u4f4e\u3002<\/p>\n
\u5b9a\u4ef7\u6027\u4ef7\u6bd4\u5206\u6790\uff1a0 \u6210\u672c\uff0c\u4f46\u9700\u8981\u786c\u4ef6\u6295\u5165<\/p>\n
SD \u672c\u8eab\u5b8c\u5168\u514d\u8d39\uff0c\u6ca1\u6709\u8ba2\u9605\u8d39\u3001\u6309\u91cf\u8ba1\u8d39\u6216\u9690\u85cf\u4ed8\u8d39\u3002\u4f46\u5b83\u7684\u672c\u5730\u90e8\u7f72\u5bf9\u786c\u4ef6\u6709\u8981\u6c42\uff1a\u5efa\u8bae\u81f3\u5c11 8GB \u663e\u5b58\u7684 NVIDIA \u663e\u5361\uff08\u5982 RTX 3060 12GB\uff09\u624d\u80fd\u6d41\u7545\u8fd0\u884c SDXL \u6a21\u578b\u3002\u5982\u679c\u4f60\u6ca1\u6709\u72ec\u663e\uff0c\u4e5f\u53ef\u4ee5\u4f7f\u7528\u514d\u8d39\u7684\u4e91\u7aef\u670d\u52a1\uff08\u5982 Google Colab\u3001RunPod\uff09\uff0c\u4f46\u9700\u8981\u4e00\u4e9b\u6280\u672f\u64cd\u4f5c\u3002<\/p>\n
\u5982\u679c\u4f60\u5df2\u7ecf\u6709\u6e38\u620f\u7535\u8111\u6216\u9ad8\u7aef\u7b14\u8bb0\u672c\uff0cSD \u7684\u6027\u4ef7\u6bd4\u662f\u201c\u767d\u5ad6\u7ea7\u201d\u3002\u5982\u679c\u4f60\u9700\u8981\u4e13\u95e8\u914d\u4e00\u53f0\u673a\u5668\uff0c\u6210\u672c\u53ef\u80fd\u5728 5000 \u5143\u4ee5\u4e0a\uff08\u4e8c\u624b\u663e\u5361+CPU+\u5185\u5b58\uff09\uff0c\u4f46\u4e00\u6b21\u6295\u5165\uff0c\u6c38\u4e45\u514d\u8d39\u4f7f\u7528\u3002\u76f8\u6bd4\u4e4b\u4e0b\uff0cMidjourney \u4e00\u5e74\u7684\u8ba2\u9605\u8d39\u662f 120 \u7f8e\u5143\uff08\u57fa\u7840\u7248\uff09\uff0c\u4e14\u6ca1\u6709\u6240\u6709\u6743\u9650\u5236\uff08\u4f60\u751f\u6210\u7684\u4f5c\u54c1\u7248\u6743\u5f52\u4f60\u6240\u6709\uff09\uff0c\u4f46 SD \u5728\u81ea\u7531\u5ea6\u4e0a\u7684\u4f18\u52bf\u5b8c\u5168\u78be\u538b\u3002<\/p>\n
\u9002\u5408\u4eba\u7fa4\u4e0e\u4e0d\u9002\u5408\u4eba\u7fa4<\/p>\n
\u9002\u5408\u4eba\u7fa4\uff1a<\/p>\n
– \u6280\u672f\u578b\u521b\u4f5c\u8005\uff1a\u80fd\u63a5\u53d7\u547d\u4ee4\u884c\u3001\u4f1a\u88c5\u8f6f\u4ef6\u3001\u613f\u610f\u6298\u817e\u3002<\/p>\n
– \u6e38\u620f\/\u6982\u5ff5\u8bbe\u8ba1\u5e08\uff1a\u9700\u8981\u7cbe\u786e\u63a7\u5236\u6784\u56fe\u548c\u98ce\u683c\uff0c\u5feb\u901f\u4ea7\u51fa\u5927\u91cf\u8349\u56fe\u3002<\/p>\n
– \u9690\u79c1\u654f\u611f\u7528\u6237\uff1a\u4e0d\u60f3\u628a\u81ea\u5df1\u7684\u521b\u4f5c\u6570\u636e\u4e0a\u4f20\u5230\u4e91\u7aef\u3002<\/p>\n
– \u672c\u5730\u5316\u9700\u6c42\u8005\uff1a\u9700\u8981\u79bb\u7ebf\u4f7f\u7528\uff0c\u6216\u751f\u6210\u5927\u91cf\u56fe\u50cf\uff08\u5982\u6279\u91cf\u751f\u6210\u4ea7\u54c1\u56fe\uff09\u3002<\/p>\n
\u4e0d\u9002\u5408\u4eba\u7fa4\uff1a<\/p>\n
– \u7eaf\u5c0f\u767d\uff1a\u53ea\u60f3\u201c\u8f93\u5165\u6587\u5b57\u51fa\u56fe\u201d\u7684\u666e\u901a\u7528\u6237\u3002Midjourney \u6216 Leonardo.ai \u66f4\u9002\u5408\u4f60\u3002<\/p>\n
– \u79fb\u52a8\u7aef\u91cd\u5ea6\u7528\u6237\uff1aSD \u5728\u624b\u673a\u4e0a\u4f53\u9a8c\u5f88\u5dee\uff08\u9664\u975e\u4f60\u7528\u4e91\u7aef\u670d\u52a1\uff09\u3002<\/p>\n
– \u8ffd\u6c42\u6781\u81f4\u753b\u8d28\u8005\uff1aSD \u5728\u7ec6\u8282\u548c\u5149\u5f71\u4e0a\uff0c\u76ee\u524d\u4ecd\u4e0d\u5982 Midjourney \u7684 V6 \u6a21\u578b\u7a33\u5b9a\u3002<\/p>\n
PM \u6d4b\u8bc4\u7ed3\u8bba<\/p>\n
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