\u4e09\u79d2\u949f\u770b\u61c2\uff1a\u672c\u5730\u8fd0\u884c\u3001\u5b8c\u5168\u514d\u8d39\u3001\u6d77\u91cf\u793e\u533a\u6a21\u578b\uff0c\u628aAI\u7ed8\u753b\u7684\u521b\u9020\u529b\u8fd8\u7ed9\u6bcf\u4e2a\u4eba\u3002<\/p>\n
\u8bf4\u5b9e\u8bdd\uff0c\u6bcf\u6b21\u804a\u5230AI\u7ed8\u56fe\uff0cMidjourney\u603b\u662f\u88ab\u6367\u4e0a\u795e\u575b\uff0c\u4f46\u5982\u679c\u4f60\u771f\u60f3\u5728AI\u7ed8\u753b\u9886\u57df\u73a9\u51fa\u82b1\u3001\u73a9\u51fa\u6df1\u5ea6\u3001\u73a9\u51fa\u5c5e\u4e8e\u81ea\u5df1\u7684\u98ce\u683c\uff0c\u6211\u5efa\u8bae\u4f60\u76f4\u63a5\u628a\u76ee\u5149\u8f6c\u5411Stable Diffusion\u3002\u8fd9\u73a9\u610f\u513f\u5c31\u50cf\u4e00\u4e2a\u4e50\u9ad8\u79ef\u6728\u5e93\uff0c\u7ed9\u4f60\u6700\u57fa\u7840\u7684\u7816\u5757\uff0c\u4f46\u4f60\u80fd\u62fc\u51fa\u4ec0\u4e48\uff0c\u5b8c\u5168\u53d6\u51b3\u4e8e\u4f60\u7684\u60f3\u8c61\u529b\u3002<\/p>\n
\u4e3a\u4ec0\u4e48\u8bf4\u5b83\u662f\u201c\u9769\u547d\u706b\u79cd\u201d\uff1f<\/p>\n
Stable Diffusion\u7684\u6838\u5fc3\u6280\u672f\u4eae\u70b9\uff0c\u4e0d\u5728\u4e8e\u5b83\u753b\u5f97\u6709\u591a\u201c\u50cf\u201d\uff0c\u800c\u5728\u4e8e\u5b83\u628a\u201c\u753b\u753b\u7684\u6743\u529b\u201d\u771f\u6b63\u4e0b\u653e\u4e86\u3002\u5b83\u57fa\u4e8eLatent Diffusion Model\uff08\u6f5c\u5728\u6269\u6563\u6a21\u578b\uff09\uff0c\u901a\u8fc7\u4e00\u4e2a\u5173\u952e\u521b\u65b0\u2014\u2014\u5728\u6f5c\u7a7a\u95f4\uff08Latent Space\uff09\u800c\u975e\u50cf\u7d20\u7a7a\u95f4\u8fdb\u884c\u6269\u6563\u8fc7\u7a0b\uff0c\u4ece\u800c\u5927\u5e45\u964d\u4f4e\u4e86\u8ba1\u7b97\u8d44\u6e90\u9700\u6c42\u3002\u8fd9\u610f\u5473\u7740\uff0c\u4f60\u4e0d\u9700\u8981\u6709\u4e00\u5757\u9876\u7ea7\u663e\u5361\uff08\u5f53\u7136\u6709\u66f4\u597d\uff09\uff0c\u4e00\u5f20RTX 3060\u5c31\u80fd\u6d41\u7545\u8dd1\u51fa1024×1024\u7684\u9ad8\u8d28\u91cf\u56fe\u50cf\u3002<\/p>\n
\u6280\u672f\u53c2\u6570\u4e0a\uff0c\u5b83\u652f\u6301\u591a\u79cd\u91c7\u6837\u5668\uff08\u5982Euler A\u3001DPM++ 2M Karras\uff09\uff0c\u4e0d\u540c\u91c7\u6837\u5668\u5e26\u6765\u622a\u7136\u4e0d\u540c\u7684\u753b\u98ce\u548c\u901f\u5ea6\u3002\u5b83\u80fd\u76f4\u63a5\u652f\u6301Textual Inversion\uff08\u6587\u672c\u53cd\u8f6c\uff09\u3001LoRA\uff08\u4f4e\u79e9\u9002\u914d\uff09\u3001ControlNet\uff08\u63a7\u5236\u7f51\u7edc\uff09\u7b49\u4e00\u7cfb\u5217\u6838\u5fc3\u6280\u672f\u3002\u7279\u522b\u662fControlNet\uff0c\u5b83\u5141\u8bb8\u4f60\u7528\u4e00\u5f20\u7ebf\u7a3f\u3001\u4e00\u4e2a\u59ff\u6001\u9aa8\u67b6\uff0c\u751a\u81f3\u4e00\u5f20\u6df1\u5ea6\u56fe\u6765\u63a7\u5236AI\u7684\u751f\u6210\u7ed3\u679c\uff0c\u8fd9\u5f7b\u5e95\u7ec8\u7ed3\u4e86\u201cAI\u53ea\u4f1a\u753b\u624b\u201d\u7684\u8c03\u4f83\uff0c\u8ba9\u7cbe\u51c6\u63a7\u5236\u6210\u4e3a\u53ef\u80fd\u3002<\/p>\n
\u4e09\u4e2a\u8ba9\u4f60\u4e0a\u763e\u7684\u771f\u5b9e\u573a\u666f<\/p>\n
1. \u89d2\u8272\u6982\u5ff5\u8bbe\u8ba1\uff1a\u4e3a\u6e38\u620f\u89d2\u8272\u201c\u634f\u4eba\u201d<\/p>\n
\u60f3\u8c61\u4f60\u6b63\u5728\u8bbe\u8ba1\u4e00\u6b3e\u72ec\u7acb\u6e38\u620f\u7684\u4e3b\u89d2\u3002\u7528Midjourney\u751f\u6210\u4e00\u4e2a\u201c\u7a7f\u7740\u8d5b\u535a\u670b\u514b\u98ce\u8863\u7684\u72fc\u4eba\u201d\uff0c\u7ed3\u679c\u51fa\u6765\u5341\u4e2a\u7248\u672c\uff0c\u8981\u4e48\u753b\u98ce\u4e0d\u7b26\uff0c\u8981\u4e48\u59ff\u52bf\u4e0d\u5bf9\u3002\u800c\u7528Stable Diffusion\uff0c\u4f60\u53ef\u4ee5\u5148\u753b\u4e00\u4e2a\u7b80\u5355\u7684\u706b\u67f4\u4eba\u59ff\u6001\u9aa8\u67b6\uff0c\u7136\u540e\u7528ControlNet\u7684OpenPose\u6a21\u578b\u9501\u5b9a\u59ff\u6001\uff0c\u518d\u914d\u5408\u4e00\u4e2a\u201c\u8d5b\u535a\u72fc\u4eba\u201d\u7684LoRA\u6a21\u578b\uff0c\u52a0\u4e0a\u57fa\u7840\u63d0\u793a\u8bcd\u3002\u51e0\u5206\u949f\u5185\uff0c\u4f60\u5c31\u80fd\u5f97\u5230\u51e0\u5341\u5f20\u59ff\u6001\u3001\u89d2\u5ea6\u3001\u7ec6\u8282\u5168\u90e8\u53ef\u63a7\u7684\u72fc\u4eba\u6982\u5ff5\u56fe\u3002\u8fd9\u79cd\u5bf9\u521b\u4f5c\u8fc7\u7a0b\u7684\u7edd\u5bf9\u638c\u63a7\u529b\uff0c\u662f\u4efb\u4f55\u4e91\u7aef\u670d\u52a1\u90fd\u65e0\u6cd5\u6bd4\u62df\u7684\u3002<\/p>\n
2. \u7535\u5546\u4ea7\u54c1\u56fe\uff1a\u4f4e\u6210\u672c\u751f\u6210\u4e13\u4e1a\u7ea7\u573a\u666f<\/p>\n
\u4f60\u5f00\u4e86\u4e00\u5bb6\u5356\u624b\u5de5\u9999\u85b0\u8721\u70db\u7684\u5c0f\u5e97\uff0c\u60f3\u62cd\u4e00\u7ec4\u201c\u5728\u68ee\u6797\u6728\u5c4b\u4e2d\u71c3\u70e7\u201d\u7684\u6c1b\u56f4\u56fe\u3002\u53bb\u627e\u6444\u5f71\u5e08\uff1f\u6210\u672c\u592a\u9ad8\u3002\u7528Stable Diffusion\uff1f\u4f60\u53ea\u9700\u62cd\u4e00\u5f20\u8721\u70db\u7684\u7eaf\u767d\u80cc\u666f\u56fe\uff0c\u7136\u540e\u7528ControlNet\u7684Canny\u8fb9\u7f18\u68c0\u6d4b\u63d0\u53d6\u8f6e\u5ed3\uff0c\u518d\u914d\u5408\u4e00\u4e2a\u201c\u5e7d\u6697\u68ee\u6797\u6728\u5c4b\u201d\u7684LoRA\u6a21\u578b\u3002AI\u4f1a\u81ea\u52a8\u5c06\u8721\u70db\u5b8c\u7f8e\u5d4c\u5165\u573a\u666f\uff0c\u5149\u5f71\u3001\u6750\u8d28\u3001\u6c1b\u56f4\u90fd\u6d51\u7136\u4e00\u4f53\u3002\u751f\u6210\u7684\u56fe\u76f4\u63a5\u5c31\u80fd\u4e0a\u67b6\uff0c\u7701\u4e0b\u7684\u6444\u5f71\u8d39\u591f\u4f60\u4e70\u597d\u51e0\u5757\u663e\u5361\u4e86\u3002<\/p>\n
3. \u4e8c\u6b21\u5143\u98ce\u683c\u5316\uff1a\u4ece\u7ebf\u7a3f\u5230\u4e0a\u8272\u4e00\u6761\u9f99<\/p>\n
\u5bf9\u4e8e\u6f2b\u753b\u4f5c\u8005\u548c\u63d2\u753b\u5e08\u6765\u8bf4\uff0cStable Diffusion\u7b80\u76f4\u662f\u798f\u97f3\u3002\u4f60\u53ef\u4ee5\u5148\u7528\u4f20\u7edf\u65b9\u5f0f\u753b\u597d\u7ebf\u7a3f\uff0c\u7136\u540e\u5bfc\u5165Stable Diffusion\uff0c\u901a\u8fc7ControlNet\u7684Lineart\u6a21\u578b\u9501\u5b9a\u7ebf\u7a3f\uff0c\u518d\u914d\u5408\u4e00\u4e2a\u201c\u5409\u535c\u529b\u98ce\u683c\u201d\u6216\u201c\u65b0\u6d77\u8bda\u98ce\u683c\u201d\u7684LoRA\u6a21\u578b\u3002AI\u4f1a\u6839\u636e\u7ebf\u7a3f\u81ea\u52a8\u4e0a\u8272\u3001\u8865\u5168\u80cc\u666f\uff0c\u751a\u81f3\u80fd\u5b8c\u7f8e\u8fd8\u539f\u4f60\u60f3\u8981\u7684\u7279\u5b9a\u753b\u98ce\u3002\u8fd9\u4e0d\u518d\u662f\u201cAI\u66ff\u4ee3\u753b\u5e08\u201d\uff0c\u800c\u662f\u201cAI\u6210\u4e3a\u753b\u5e08\u7684\u8d85\u7ea7\u52a9\u624b\u201d\u3002<\/p>\n
\u548cMidjourney\u6b63\u9762\u786c\u521a<\/p>\n
| \u7ef4\u5ea6 | Stable Diffusion | Midjourney |<\/p>\n
| : | : | : |<\/p>\n
| \u6838\u5fc3\u4f18\u52bf | \u5b8c\u5168\u5f00\u6e90\u3001\u672c\u5730\u90e8\u7f72\u3001\u65e0\u9650\u63a7\u5236 | \u6781\u81f4\u6613\u7528\u3001\u5ba1\u7f8e\u5728\u7ebf\u3001\u793e\u533a\u6c1b\u56f4\u597d |<\/p>\n
| \u4e0a\u624b\u96be\u5ea6 | \u4e2d\u7b49\u504f\u9ad8\uff0c\u9700\u8981\u7406\u89e3\u6a21\u578b\u3001LoRA\u3001ControlNet | \u6781\u4f4e\uff0c\u8f93\u5165\u63d0\u793a\u8bcd\u5373\u53ef |<\/p>\n
| \u53ef\u63a7\u6027 | \u2605\u2605\u2605\u2605\u2605 | \u2605\u2605\u2605\u2606\u2606 |<\/p>\n
| \u753b\u98ce\u4e0a\u9650 | \u53d6\u51b3\u4e8e\u4f60\u7684\u6a21\u578b\u548c\u8c03\u53c2\u80fd\u529b\uff0c\u4e0a\u9650\u6781\u9ad8 | \u81ea\u5e26\u7edf\u4e00\u7f8e\u5b66\u6ee4\u955c\uff0c\u4e0b\u9650\u6781\u9ad8 |<\/p>\n
| \u6210\u672c | \u514d\u8d39\uff08\u7535\u8d39+\u663e\u5361\u6298\u65e7\uff09 | 10-60\u7f8e\u5143\/\u6708 |<\/p>\n
| \u9690\u79c1 | \u5b8c\u5168\u672c\u5730\uff0c\u6570\u636e\u4e0d\u51fa\u95e8 | \u4e91\u7aef\u5904\u7406\uff0c\u9700\u4e0a\u4f20 |<\/p>\n
\u4e00\u53e5\u8bdd\u603b\u7ed3\uff1a\u5982\u679c\u4f60\u8ffd\u6c42\u201c\u5373\u5f00\u5373\u7528\u201d\u548c\u201c\u7a33\u5b9a\u51fa\u56fe\u201d\uff0cMidjourney\u662f\u66f4\u597d\u7684\u9009\u62e9\uff1b\u4f46\u5982\u679c\u4f60\u8ffd\u6c42\u201c\u7edd\u5bf9\u63a7\u5236\u201d\u548c\u201c\u65e0\u9650\u53ef\u80fd\u201d\uff0cStable Diffusion\u624d\u662f\u4f60\u7684\u5f52\u5bbf\u3002<\/p>\n
\u5b9a\u4ef7\u4e0e\u6027\u4ef7\u6bd4\u5206\u6790<\/p>\n
\u5b9a\u4ef7\uff1a\u5b8c\u5168\u514d\u8d39\u3002\u5f00\u6e90\u534f\u8bae\uff08Creative ML OpenRAIL-M\uff09\uff0c\u65e0\u4efb\u4f55\u9690\u85cf\u8d39\u7528\u3002\u4f60\u9700\u8981\u652f\u4ed8\u7684\u53ea\u6709\uff1a<\/p>\n
– \u786c\u4ef6\u6210\u672c\uff1a\u4e00\u5f208GB\u4ee5\u4e0a\u663e\u5b58\u7684\u663e\u5361\uff08\u4e8c\u624bRTX 3060\u7ea61500\u5143\uff09\u6216\u4f7f\u7528\u4e91\u7aefGPU\uff08\u5982RunPod\u3001AutoDL\uff0c\u6bcf\u5c0f\u65f6\u7ea61-3\u5143\uff09\u3002<\/p>\n
– \u65f6\u95f4\u6210\u672c\uff1a\u5b66\u4e60\u5982\u4f55\u90e8\u7f72\u3001\u4e0b\u8f7d\u6a21\u578b\u3001\u8c03\u8bd5\u53c2\u6570\u3002<\/p>\n
\u6027\u4ef7\u6bd4\uff1a\u6781\u9ad8\u3002\u5bf9\u4e8e\u91cd\u5ea6AI\u7ed8\u753b\u7528\u6237\u6216\u4e13\u4e1a\u521b\u4f5c\u8005\uff0c\u4e00\u6b21\u6027\u786c\u4ef6\u6295\u5165\u6362\u6765\u7684\u662f\u65e0\u9650\u6b21\u3001\u65e0\u9650\u5236\u3001\u65e0\u5ba1\u67e5\u7684\u521b\u4f5c\u81ea\u7531\u3002\u76f8\u6bd4Midjourney\u6bcf\u5e74\u6570\u767e\u7f8e\u5143\u7684\u8ba2\u9605\u8d39\uff0cStable Diffusion\u7684\u957f\u671f\u6210\u672c\u51e0\u4e4e\u4e3a\u96f6\u3002<\/p>\n
\u9002\u5408\u8c01\uff0c\u4e0d\u9002\u5408\u8c01\uff1f<\/p>\n
\u9002\u5408\u4eba\u7fa4\uff1a<\/p>\n
– \u6280\u672f\u63a7\/\u6781\u5ba2\uff1a\u559c\u6b22\u6298\u817e\u3001\u7814\u7a76\u5e95\u5c42\u539f\u7406\u3001\u8ffd\u6c42\u6781\u81f4\u63a7\u5236\u3002<\/p>\n
– \u4e13\u4e1a\u753b\u5e08\/\u8bbe\u8ba1\u5e08\uff1a\u9700\u8981\u5c06AI\u878d\u5165\u73b0\u6709\u5de5\u4f5c\u6d41\uff0c\u5b9e\u73b0\u7cbe\u51c6\u63a7\u5236\u3002<\/p>\n
– \u72ec\u7acb\u5f00\u53d1\u8005\/\u5c0f\u56e2\u961f\uff1a\u9700\u8981\u5b9a\u5236\u5316\u751f\u6210\uff0c\u4e14\u9884\u7b97\u6709\u9650\u3002<\/p>\n
– \u5bf9\u9690\u79c1\u6709\u6781\u9ad8\u8981\u6c42\u7684\u4eba\uff1a\u6240\u6709\u6570\u636e\u672c\u5730\u5904\u7406\uff0c\u7edd\u4e0d\u5916\u6cc4\u3002<\/p>\n
\u4e0d\u9002\u5408\u4eba\u7fa4\uff1a<\/p>\n
– \u7eaf\u5c0f\u767d\/\u61d2\u4eba\uff1a\u53ea\u60f3\u201c\u4e00\u952e\u751f\u6210\u597d\u770b\u56fe\u7247\u201d\uff0c\u4e0d\u613f\u610f\u82b1\u65f6\u95f4\u5b66\u4e60\u90e8\u7f72\u548c\u53c2\u6570\u3002<\/p>\n
– \u8ffd\u6c42\u6781\u81f4\u7f8e\u5b66\u4e0b\u9650\uff1a\u5982\u679c\u4f60\u5e0c\u671b\u6bcf\u6b21\u51fa\u56fe\u90fd\u50cfMidjourney\u90a3\u6837\u81ea\u5e26\u9ad8\u7ea7\u6ee4\u955c\uff0cStable Diffusion\u9ed8\u8ba4\u6a21\u578b\uff08SD 1.5\/SDXL\uff09\u7684\u5ba1\u7f8e\u53ef\u80fd\u9700\u8981\u4f60\u82b1\u65f6\u95f4\u8c03\u6559\u3002<\/p>\n
– \u6ca1\u6709\u72ec\u663e\u7684\u7b14\u8bb0\u672c\u7528\u6237\uff1a\u7528CPU\u8dd1Stable Diffusion\u4f1a\u6162\u5230\u6000\u7591\u4eba\u751f\u3002<\/p>\n
\u5b58\u8bc1\u4ef7\u503c\u63d0\u793a<\/p>\n
\u5982\u679c\u4f60\u7528Stable Diffusion\u751f\u6210\u4e86\u5546\u4e1a\u7ea7\u4f5c\u54c1\uff08\u5982\u6e38\u620f\u539f\u753b\u3001\u4ea7\u54c1\u8bbe\u8ba1\u56fe\uff09\uff0c\u5f3a\u70c8\u5efa\u8bae\u8fdb\u884c\u7248\u6743\u5b58\u8bc1\u3002\u7531\u4e8e\u6a21\u578b\u5f00\u6e90\uff0c\u751f\u6210\u7684\u56fe\u50cf\u7248\u6743\u5f52\u5c5e\u76f8\u5bf9\u6a21\u7cca\uff0c\u4f46\u4f60\u53ef\u4ee5\u901a\u8fc7\u6280\u672f\u624b\u6bb5\u8bc1\u660e\u201c\u8fd9\u662f\u4f60\u7684\u521b\u4f5c\u8fc7\u7a0b\u201d\u3002\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 \u638c\u63a7AI\u7ed8\u753b\u7684\u7ec8\u6781\u81ea\u7531\u3002<\/p>\n
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