\u4e09\u79d2\u949f\u770b\u61c2\uff1a\u5b8c\u5168\u514d\u8d39\u3001\u672c\u5730\u90e8\u7f72\u3001\u793e\u533a\u9a71\u52a8\uff0c\u8ba9\u4f60\u7528\u6d77\u91cf\u6a21\u578b\u968f\u5fc3\u6240\u6b32\u63a7\u5236\u56fe\u50cf\u751f\u6210\u7684\u6bcf\u4e00\u4e2a\u50cf\u7d20\u3002<\/p>\n
\u6df1\u5ea6\u8bc4\u6d4b\u6b63\u6587<\/p>\n
\u5982\u679c\u4f60\u5bf9AI\u7ed8\u753b\u7684\u5370\u8c61\u8fd8\u505c\u7559\u5728\u201c\u8f93\u5165\u4e00\u53e5\u8bdd\uff0c\u7b49\u4e00\u5f20\u968f\u673a\u56fe\u201d\u7684\u9636\u6bb5\uff0c\u90a3Stable Diffusion\uff08\u7b80\u79f0SD\uff09\u4f1a\u5f7b\u5e95\u5237\u65b0\u4f60\u7684\u8ba4\u77e5\u3002\u5b83\u4e0d\u662f\u50cfMidjourney\u90a3\u6837\u63d0\u4f9b\u201c\u8ba2\u9605\u5236\u9b54\u6cd5\u9ed1\u7bb1\u201d\uff0c\u800c\u662f\u628a\u6574\u4e2a\u56fe\u50cf\u751f\u6210\u5f15\u64ce\u2014\u2014\u4ece\u6a21\u578b\u6743\u91cd\u5230\u91c7\u6837\u903b\u8f91\u2014\u2014\u5168\u90e8\u62c6\u5f00\uff0c\u4ea4\u5230\u4f60\u624b\u91cc\u3002\u81ea2022\u5e748\u6708\u7531Stability AI\u53d1\u5e03\u4ee5\u6765\uff0cSD\u5df2\u7ecf\u8fed\u4ee3\u5230SDXL\u548cSD3\uff0c\u800c\u771f\u6b63\u8ba9\u5b83\u5c01\u795e\u7684\uff0c\u662fCivitai\u793e\u533a\u4e0a\u8d85\u8fc720\u4e07\u4e2a\u7531\u73a9\u5bb6\u8bad\u7ec3\u7684\u81ea\u5b9a\u4e49\u6a21\u578b\uff0c\u4ece\u5199\u5b9e\u4eba\u50cf\u5230\u50cf\u7d20\u827a\u672f\uff0c\u65e0\u6240\u4e0d\u5305\u3002<\/p>\n
\u6838\u5fc3\u529f\u80fd\u4e0e\u6280\u672f\u4eae\u70b9<\/p>\n
SD\u6700\u786c\u6838\u7684\u6b66\u5668\u662f\u7cbe\u786e\u63a7\u5236\u3002\u5b83\u539f\u751f\u652f\u6301\u201c\u6587\u751f\u56fe\u201d\u548c\u201c\u56fe\u751f\u56fe\u201d\u4e24\u5927\u6a21\u5f0f\uff0c\u4f46\u771f\u6b63\u62c9\u5f00\u5dee\u8ddd\u7684\u662f\u5b83\u7684\u751f\u6001\u63d2\u4ef6\u7cfb\u7edf\u3002\u6bd4\u5982ControlNet\uff0c\u53ef\u4ee5\u8ba9\u4f60\u7528\u4e00\u5f20\u7ebf\u7a3f\u56fe\u3001\u6df1\u5ea6\u56fe\u751a\u81f3\u4eba\u4f53\u9aa8\u9abc\u56fe\uff0c\u4e25\u683c\u7ea6\u675fAI\u7684\u751f\u6210\u65b9\u5411\u2014\u2014\u4f60\u60f3\u8ba9\u4e00\u53ea\u732b\u4fdd\u6301\u7279\u5b9a\u59ff\u52bf\uff1f\u7528OpenPose\u7f16\u8f91\u5668\u6446\u597d\u9aa8\u67b6\uff0cSD\u4f1a100%\u9075\u5faa\u3002\u518d\u6bd4\u5982LoRA\uff08\u4f4e\u79e9\u9002\u5e94\uff09\uff0c\u8fd9\u662f\u4e00\u79cd\u8f7b\u91cf\u7ea7\u5fae\u8c03\u6280\u672f\uff0c\u4f60\u53ea\u9700\u4e0b\u8f7d\u4e00\u4e2a\u51e0\u5341MB\u7684LoRA\u6587\u4ef6\uff0c\u5c31\u80fd\u8ba9SD\u77ac\u95f4\u5b66\u4f1a\u67d0\u4e2a\u89d2\u8272\u3001\u753b\u98ce\u6216\u7269\u4f53\u7684\u201c\u8bb0\u5fc6\u201d\uff0c\u6bd4\u5982\u8ba9\u68b5\u9ad8\u753b\u4e00\u5f20\u8d5b\u535a\u670b\u514b\u8857\u666f\u3002<\/p>\n
\u6280\u672f\u4e0a\uff0cSD\u57fa\u4e8eLatent Diffusion Model\uff0c\u5728\u538b\u7f29\u7684\u6f5c\u5728\u7a7a\u95f4\uff08Latent Space\uff09\u4e2d\u8fd0\u884c\uff0c\u4f7f\u5f97\u666e\u901a\u6d88\u8d39\u7ea7\u663e\u5361\uff08\u5982NVIDIA RTX 3060 12GB\uff09\u5c31\u80fd\u8dd1\u51fa1024×1024\u7684\u9ad8\u6e05\u56fe\u3002\u6700\u65b0SD3\u6a21\u578b\u91c7\u7528\u4e86MMDiT\u67b6\u6784\uff0c\u5bf9\u6587\u672c\u7406\u89e3\u51c6\u786e\u5ea6\u5927\u5e45\u63d0\u5347\uff0c\u80fd\u6b63\u786e\u6e32\u67d3\u201c\u4e00\u4e2a\u7ea2\u8272\u676f\u5b50\u5728\u84dd\u8272\u684c\u5b50\u4e0a\u201d\u8fd9\u6837\u7684\u7a7a\u95f4\u5173\u7cfb\uff0c\u800c\u4e0d\u4f1a\u50cf\u65e9\u671f\u7248\u672c\u90a3\u6837\u201c\u7ea2\u84dd\u4e0d\u5206\u201d\u3002<\/p>\n
\u5178\u578b\u4f7f\u7528\u573a\u666f<\/p>\n
\u573a\u666f\u4e00\uff1a\u6e38\u620f\u539f\u753b\u5e08\u7684\u8d44\u4ea7\u9884\u7814\u3002\u4e00\u4f4d\u72ec\u7acb\u6e38\u620f\u5f00\u53d1\u8005\u9700\u8981\u201c\u4e2d\u4e16\u7eaa\u94c1\u5320\u94fa\u201d\u7684\u591a\u79cd\u98ce\u683c\u53d8\u4f53\u3002\u4ed6\u5148\u7528SDXL\u751f\u6210\u57fa\u7840\u6784\u56fe\uff0c\u518d\u7528ControlNet\u7684Canny\u8fb9\u7f18\u68c0\u6d4b\u9501\u5b9a\u8f6e\u5ed3\uff0c\u6700\u540e\u901a\u8fc7LoRA\u53e0\u52a0\u201c\u9508\u8680\u91d1\u5c5e\u201d\u6750\u8d28\u3002\u6574\u4e2a\u8fc7\u7a0b\u4ece\u6784\u601d\u5230\u51fa\u56fe\u4e0d\u523020\u5206\u949f\uff0c\u800c\u4f20\u7edf\u624b\u7ed8\u81f3\u5c11\u9700\u89813\u5929\u3002<\/p>\n
\u573a\u666f\u4e8c\uff1a\u7535\u5546\u4ea7\u54c1\u56fe\u6279\u91cf\u751f\u6210\u3002\u67d0\u670d\u88c5\u54c1\u724c\u9700\u8981\u6a21\u7279\u7a7f\u7740\u65b0\u6b3e\u536b\u8863\u5728\u201c\u6c99\u6f20\u3001\u96ea\u5c71\u3001\u90fd\u5e02\u591c\u666f\u201d\u4e09\u79cd\u80cc\u666f\u4e0b\u7684\u7167\u7247\u3002\u4ed6\u4eec\u7528SD\u7684\u201c\u56fe\u751f\u56fe\u201d+Inpainting\u529f\u80fd\uff0c\u5148\u62cd\u4e00\u5f20\u7eaf\u8272\u80cc\u666f\u7684\u6a21\u7279\u56fe\uff0c\u518d\u7528\u906e\u7f69\u5de5\u5177\u66ff\u6362\u80cc\u666f\uff0c\u914d\u5408Realistic Vision\u5199\u5b9e\u6a21\u578b\uff0c\u6700\u7ec8\u4ea7\u51fa\u56fe\u7247\u7684\u7eb9\u7406\u7ec6\u8282\u4e0e\u771f\u5b9e\u6444\u5f71\u51e0\u4e4e\u65e0\u5dee\u522b\uff0c\u6210\u672c\u4ec5\u4e3a\u5b9e\u62cd\u76841\/10\u3002<\/p>\n
\u573a\u666f\u4e09\uff1aAI\u827a\u672f\u521b\u4f5c\u5b9e\u9a8c\u3002\u4e00\u4f4d\u6570\u5b57\u827a\u672f\u5bb6\u60f3\u590d\u523b\u201c\u83ab\u5948\u7684\u7761\u83b2\u9047\u4e0a\u50cf\u7d20\u98ce\u201d\u3002\u4ed6\u4e0b\u8f7d\u4e86\u201cMonet Style\u201dLoRA\u548c\u201c8-bit Pixel\u201dLoRA\uff0c\u5728SD\u4e2d\u540c\u65f6\u52a0\u8f7d\u4e24\u4e2aLoRA\u5e76\u8c03\u6574\u6743\u91cd\u6bd4\u4f8b\uff080.7:0.3\uff09\uff0c\u751f\u6210\u7684\u56fe\u50cf\u65e2\u6709\u5370\u8c61\u6d3e\u7684\u7b14\u89e6\u808c\u7406\uff0c\u53c8\u6709\u50cf\u7d20\u6e38\u620f\u7684\u5757\u72b6\u611f\u3002\u8fd9\u79cd\u201c\u98ce\u683c\u6742\u4ea4\u201d\u5728Midjourney\u4e0a\u9700\u8981\u53cd\u590d\u8c03Prompt\uff0c\u800c\u5728SD\u91cc\u53ea\u662f\u62d6\u62fd\u51e0\u4e2a\u6ed1\u5757\u7684\u4e8b\u3002<\/p>\n
\u4e0e\u540c\u7c7b\u5de5\u5177\u6a2a\u5411\u5bf9\u6bd4<\/p>\n
\u62ffMidjourney\u505a\u5bf9\u6bd4\u6700\u76f4\u89c2\u3002MJ\u7684\u4f18\u70b9\u662f\u201c\u96f6\u95e8\u69db\u51fa\u5927\u7247\u201d\uff1a\u4f60\u4e0d\u9700\u8981\u61c2\u4efb\u4f55\u53c2\u6570\uff0c\u5199\u4e00\u53e5\u201ccinematic lighting, hyper-realistic\u201d\u5c31\u80fd\u5f97\u5230\u4e00\u5f20\u89c6\u89c9\u9707\u64bc\u7684\u56fe\u3002\u4f46\u7f3a\u70b9\u4e5f\u5f88\u660e\u663e\uff1a\u4f60\u65e0\u6cd5\u63a7\u5236\u5177\u4f53\u6784\u56fe\u3001\u65e0\u6cd5\u5fae\u8c03\u5c40\u90e8\u3001\u65e0\u6cd5\u4f7f\u7528\u81ea\u5b9a\u4e49\u6a21\u578b\u3002\u800cSD\u6070\u597d\u76f8\u53cd\uff1a\u5b66\u4e60\u66f2\u7ebf\u9661\u5ced\uff0c\u7b2c\u4e00\u6b21\u88c5\u63d2\u4ef6\u53ef\u80fd\u5c31\u8981\u6298\u817e2\u5c0f\u65f6\uff0c\u4f46\u4e00\u65e6\u4e0a\u624b\uff0c\u4f60\u62e5\u6709\u7684\u63a7\u5236\u529b\u662fMJ\u768410\u500d\u4ee5\u4e0a\u3002\u4e3e\u4e2a\u4f8b\u5b50\uff0cMJ V6\u867d\u7136\u4e5f\u652f\u6301\u201c\u98ce\u683c\u4e00\u81f4\u6027\u201d\uff0c\u4f46\u5b83\u662f\u901a\u8fc7\u201cseed+remix\u201d\u5b9e\u73b0\u7684\uff0c\u6bcf\u6b21\u751f\u6210\u90fd\u6709\u968f\u673a\u6027\uff1b\u800cSD\u901a\u8fc7LoRA+ControlNet\uff0c\u80fd\u5b9e\u73b0\u50cf\u7d20\u7ea7\u590d\u73b0\u3002\u6b64\u5916\uff0cSD\u514d\u8d39\uff0cMJ\u6700\u4f4e10\u7f8e\u5143\/\u6708\u3002\u5bf9\u4e8e\u8ffd\u6c42\u201c\u751f\u4ea7\u5de5\u5177\u800c\u975e\u5a31\u4e50\u5de5\u5177\u201d\u7684\u7528\u6237\uff0cSD\u662f\u552f\u4e00\u9009\u62e9\u3002<\/p>\n
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