\u4f5c\u4e3a AI \u5bfc\u822a\u7ad9\u7684\u9996\u5e2d\u5de5\u5177\u5206\u6790\u5e08\uff0c\u6211\u8bc4\u6d4b\u8fc7\u65e0\u6570\u7ed8\u56fe\u5de5\u5177\uff0c\u4f46 Stable Diffusion\uff08\u7b80\u79f0 SD\uff09\u59cb\u7ec8\u662f\u4e2a\u7279\u6b8a\u7684\u5b58\u5728\u3002\u5b83\u4e0d\u662f\u6700\u6613\u7528\u7684\uff0c\u4f46\u7edd\u5bf9\u662f\u6700\u5f3a\u5927\u7684\u3002\u5982\u679c\u8bf4 Midjourney \u662f\u5f00\u7279\u65af\u62c9\uff0c\u90a3 SD \u5c31\u662f\u81ea\u5df1\u7ec4\u88c5\u4e00\u53f0\u6027\u80fd\u602a\u517d\u2014\u2014\u4e0a\u9650\u5b8c\u5168\u53d6\u51b3\u4e8e\u4f60\u7684\u52a8\u624b\u80fd\u529b\u3002<\/p>\n
\u6838\u5fc3\u529f\u80fd\u4e0e\u6280\u672f\u4eae\u70b9<\/p>\n
SD \u7684\u6838\u5fc3\u4f18\u52bf\u5728\u4e8e\u5176\u5f00\u6e90\u548c\u53ef\u5b9a\u5236\u6027\u3002\u5b83\u4e0d\u662f\u4e00\u4e2a\u5355\u4e00\u7684\u5de5\u5177\uff0c\u800c\u662f\u4e00\u6574\u5957\u6280\u672f\u6808\u3002<\/p>\n
\u9996\u5148\uff0c\u5b83\u652f\u6301\u672c\u5730\u90e8\u7f72\uff0c\u8fd9\u610f\u5473\u7740\u4f60\u7684\u6570\u636e\u5b8c\u5168\u5728\u672c\u5730\uff0c\u6ca1\u6709\u9690\u79c1\u6cc4\u9732\u98ce\u9669\uff0c\u800c\u4e14\u53ef\u4ee5\u65e0\u9650\u91cf\u751f\u6210\uff0c\u4e0d\u53d7\u4e91\u7aef\u7b97\u529b\u9650\u5236\u3002\u4f60\u53ea\u9700\u8981\u4e00\u5f20 4GB \u4ee5\u4e0a\u663e\u5b58\u7684 NVIDIA \u663e\u5361\uff0c\u5c31\u80fd\u8dd1\u8d77\u6765\u3002\u5bf9\u4e8e\u9ad8\u7aef\u73a9\u5bb6\uff0cRTX 4090 \u53ef\u4ee5\u8ba9\u4f60\u5728\u51e0\u79d2\u5185\u751f\u6210\u4e00\u5f20\u9ad8\u8d28\u91cf\u56fe\u7247\u3002<\/p>\n
\u6280\u672f\u4e0a\uff0cSD \u91c7\u7528\u7684\u662f Latent Diffusion Model \u67b6\u6784\uff0c\u5c06\u56fe\u50cf\u751f\u6210\u8fc7\u7a0b\u538b\u7f29\u5230\u6f5c\u5728\u7a7a\u95f4\uff0c\u5927\u5e45\u964d\u4f4e\u4e86\u8ba1\u7b97\u6210\u672c\u3002\u5b83\u652f\u6301\u591a\u79cd\u91c7\u6837\u5668\uff08\u5982 Euler\u3001DDIM\u3001DPM++ 2M Karras\uff09\uff0c\u4e0d\u540c\u7684\u91c7\u6837\u5668\u5728\u901f\u5ea6\u548c\u753b\u8d28\u4e0a\u6709\u660e\u663e\u5dee\u5f02\u3002\u4ee5 DPM++ 2M Karras \u4e3a\u4f8b\uff0c\u5728 20 \u6b65\u91c7\u6837\u4e0b\uff0c\u753b\u8d28\u5df2\u7ecf\u63a5\u8fd1 Midjourney V5 \u7684\u6c34\u5e73\uff0c\u4f46\u751f\u6210\u901f\u5ea6\u66f4\u5feb\u3002<\/p>\n
\u6700\u60ca\u8273\u7684\u662f\u793e\u533a\u7684\u6a21\u578b\u751f\u6001\u3002Civitai \u4e0a\u5df2\u6709\u8d85\u8fc7 10 \u4e07\u4e2a\u5fae\u8c03\u6a21\u578b\uff0c\u4ece\u5199\u5b9e\u4eba\u50cf\uff08ChilloutMix\uff09\u5230\u52a8\u6f2b\u98ce\u683c\uff08Anything V5\uff09\uff0c\u4ece 3D \u6e32\u67d3\uff08DreamShaper\uff09\u5230\u50cf\u7d20\u827a\u672f\uff08PixelArt\uff09\uff0c\u51e0\u4e4e\u8986\u76d6\u4e86\u6240\u6709\u89c6\u89c9\u98ce\u683c\u3002\u8fd9\u4e9b\u6a21\u578b\u901a\u5e38\u662f\u5728 SD 1.5 \u6216 SDXL \u57fa\u7840\u4e0a\u7528\u7279\u5b9a\u6570\u636e\u96c6\u5fae\u8c03\u800c\u6765\uff0c\u7cbe\u5ea6\u548c\u98ce\u683c\u4e00\u81f4\u6027\u8fdc\u8d85\u57fa\u7840\u6a21\u578b\u3002<\/p>\n
\u6b64\u5916\uff0cSD \u652f\u6301 ControlNet \u63d2\u4ef6\uff0c\u8fd9\u662f\u5b83\u8d85\u8d8a\u6240\u6709\u7ade\u54c1\u7684\u6740\u624b\u950f\u3002ControlNet \u53ef\u4ee5\u8ba9\u4f60\u901a\u8fc7\u8fb9\u7f18\u56fe\u3001\u6df1\u5ea6\u56fe\u3001\u59ff\u6001\u56fe\u7b49\u65b9\u5f0f\u7cbe\u786e\u63a7\u5236\u751f\u6210\u5185\u5bb9\u7684\u7ed3\u6784\u3002\u6bd4\u5982\uff0c\u4f60\u53ef\u4ee5\u5728 Photoshop \u91cc\u753b\u4e00\u4e2a\u7b80\u5355\u7684\u706b\u67f4\u4eba\uff0c\u7136\u540e\u7528 OpenPose \u59ff\u52bf\u56fe\u5bfc\u5165 SD\uff0c\u8ba9 AI \u751f\u6210\u4e00\u4e2a\u5b8c\u5168\u7b26\u5408\u8be5\u59ff\u52bf\u7684\u5199\u5b9e\u4eba\u7269\u3002\u8fd9\u5728\u5546\u4e1a\u8bbe\u8ba1\u3001\u6e38\u620f\u539f\u753b\u3001\u7535\u5546\u6a21\u7279\u7b49\u573a\u666f\u4e2d\u6781\u4e3a\u5b9e\u7528\u3002<\/p>\n
\u5178\u578b\u4f7f\u7528\u573a\u666f<\/p>\n
\u573a\u666f\u4e00\uff1a\u6e38\u620f\u539f\u753b\u5e08\u7684\u5feb\u901f\u6982\u5ff5\u8fed\u4ee3<\/p>\n
\u6e38\u620f\u516c\u53f8\u201c\u661f\u4e91\u5de5\u4f5c\u5ba4\u201d\u7684\u539f\u753b\u5e08\u5f20\u4f1f\uff0c\u9700\u8981\u4e3a\u4e00\u6b3e\u79d1\u5e7b RPG \u8bbe\u8ba1 10 \u4e2a\u4e0d\u540c\u7684\u673a\u7532\u6982\u5ff5\u3002\u4ed6\u5148\u7528 Photoshop \u753b\u51fa\u7c97\u7ebf\u6761\u7684\u8f6e\u5ed3\uff0c\u7136\u540e\u5bfc\u5165 SD \u914d\u5408 ControlNet \u7684 Canny \u8fb9\u7f18\u68c0\u6d4b\uff0c\u8bbe\u7f6e\u63d0\u793a\u8bcd\u201c\u673a\u68b0\u88c5\u7532\u3001\u91d1\u5c5e\u8d28\u611f\u3001\u84dd\u8272\u80fd\u91cf\u6838\u5fc3\u3001\u79d1\u5e7b\u98ce\u683c\u201d\u3002\u6bcf\u6b21\u8fed\u4ee3\u53ea\u9700 10 \u79d2\uff0c\u4e00\u5929\u5185\u5c31\u4ea7\u51fa\u4e86 50 \u4e2a\u9ad8\u8d28\u91cf\u6982\u5ff5\u56fe\uff0c\u800c\u4f20\u7edf\u624b\u7ed8\u9700\u8981 3 \u5929\u3002\u6700\u7ec8\u9009\u51fa\u7684 3 \u4e2a\u65b9\u6848\u76f4\u63a5\u7528\u4e8e\u5ba2\u6237\u7aef\u6e32\u67d3\u3002<\/p>\n
\u573a\u666f\u4e8c\uff1a\u7535\u5546\u5356\u5bb6\u7684\u4f4e\u6210\u672c\u4ea7\u54c1\u56fe<\/p>\n
\u6dd8\u5b9d\u5356\u5bb6\u738b\u59d0\u5356\u624b\u5de5\u9676\u74f7\u676f\uff0c\u4ee5\u524d\u62cd\u4e00\u5957\u4ea7\u54c1\u56fe\u8981\u82b1 500 \u5143\u8bf7\u6444\u5f71\u5e08\u3002\u73b0\u5728\u5979\u7528 SD \u7684 Inpainting \u529f\u80fd\uff0c\u5148\u62cd\u4e00\u5f20\u767d\u5e95\u676f\u5b50\u7167\u7247\uff0c\u7136\u540e\u901a\u8fc7\u8499\u7248\u66ff\u6362\u80cc\u666f\u4e3a\u201c\u5317\u6b27\u6781\u7b80\u98ce\u683c\u3001\u6728\u7eb9\u684c\u9762\u3001\u9633\u5149\u6d12\u843d\u201d\u3002\u518d\u914d\u5408 LoRA \u6a21\u578b\u5fae\u8c03\uff0c\u8ba9\u676f\u5b50\u4fdd\u6301\u539f\u6709\u7eb9\u7406\u4e0d\u53d8\u3002\u4e00\u5957 20 \u5f20\u4ea7\u54c1\u56fe\uff0c\u6210\u672c\u4e3a 0\uff0c\u65f6\u95f4 2 \u5c0f\u65f6\u3002<\/p>\n
\u573a\u666f\u4e09\uff1a\u72ec\u7acb\u5f00\u53d1\u8005\u7684\u6e38\u620f\u8d44\u4ea7\u751f\u6210<\/p>\n
\u72ec\u7acb\u6e38\u620f\u5f00\u53d1\u8005 Alex \u6b63\u5728\u5236\u4f5c\u4e00\u6b3e\u50cf\u7d20\u98ce Roguelike \u6e38\u620f\uff0c\u9700\u8981 200 \u4e2a\u4e0d\u540c\u7684\u602a\u7269\u7cbe\u7075\u3002\u4ed6\u4f7f\u7528 SD \u7684 PixelArt \u6a21\u578b\uff0c\u7ed3\u5408 ControlNet \u7684 Tile \u529f\u80fd\uff0c\u5c06\u57fa\u7840\u50cf\u7d20\u56fe\u653e\u5927\u5e76\u98ce\u683c\u5316\u3002\u6bcf\u4e2a\u602a\u7269\u751f\u6210\u53ea\u9700 3 \u79d2\uff0c\u4e14\u98ce\u683c\u9ad8\u5ea6\u7edf\u4e00\u3002\u6700\u7ec8\u6574\u4e2a\u8d44\u4ea7\u5305\u751f\u6210\u6210\u672c\u4e3a 0\uff0c\u800c\u5916\u5305\u62a5\u4ef7\u662f 5000 \u7f8e\u5143\u3002<\/p>\n
\u4e0e\u540c\u7c7b\u5de5\u5177\u6a2a\u5411\u5bf9\u6bd4<\/p>\n
\u5bf9\u6bd4 Midjourney<\/p>\n
Midjourney \u662f\u95ed\u6e90\u4e91\u670d\u52a1\uff0c\u6708\u8d39 10-60 \u7f8e\u5143\uff0c\u4f7f\u7528\u95e8\u69db\u6781\u4f4e\uff0c\u9ed8\u8ba4\u8f93\u51fa\u5373\u7cbe\u54c1\u3002\u4f46\u5b83\u7684\u7f3a\u70b9\u662f\uff1a\u9690\u79c1\u98ce\u9669\uff08\u6240\u6709\u56fe\u7247\u4e0a\u4f20\u5230\u670d\u52a1\u5668\uff09\u3001\u65e0\u6cd5\u7cbe\u786e\u63a7\u5236\uff08\u4e0d\u80fd\u6307\u5b9a\u4eba\u7269\u59ff\u6001\u3001\u4e0d\u80fd\u5c40\u90e8\u91cd\u7ed8\uff09\u3001\u98ce\u683c\u53d7\u9650\uff08\u65e0\u6cd5\u4f7f\u7528\u793e\u533a\u6a21\u578b\uff09\u3002SD \u6b63\u597d\u76f8\u53cd\uff1a\u81ea\u7531\u5ea6\u9ad8\u4f46\u9700\u8981\u5b66\u4e60\u3002\u7b80\u5355\u8bf4\uff0cMidjourney \u9002\u5408\u201c\u4e0d\u60f3\u6298\u817e\u3001\u8981\u5feb\u51fa\u56fe\u201d\u7684\u7528\u6237\uff0cSD \u9002\u5408\u201c\u60f3\u638c\u63a7\u4e00\u5207\u3001\u8ffd\u6c42\u6781\u81f4\u5b9a\u5236\u201d\u7684\u7528\u6237\u3002<\/p>\n
\u5bf9\u6bd4 DALL-E 3<\/p>\n
DALL-E 3 \u96c6\u6210\u5728 ChatGPT \u4e2d\uff0c\u81ea\u7136\u8bed\u8a00\u7406\u89e3\u6781\u5f3a\uff0c\u4f46\u8f93\u51fa\u5206\u8fa8\u7387\u4f4e\uff081024×1024\uff09\uff0c\u4e14\u65e0\u6cd5\u5546\u7528\uff08\u7248\u6743\u5f52 OpenAI\uff09\u3002SD \u652f\u6301 4K \u8f93\u51fa\uff0c\u4e14\u5f00\u6e90\u534f\u8bae\u5141\u8bb8\u5546\u7528\uff08\u9700\u9075\u5b88\u6a21\u578b\u8bb8\u53ef\uff09\u3002\u5982\u679c\u4f60\u9700\u8981\u9ad8\u6e05\u5546\u7528\u56fe\uff0cSD \u662f\u552f\u4e00\u9009\u62e9\u3002<\/p>\n
\u5b9a\u4ef7\u6027\u4ef7\u6bd4\u5206\u6790<\/p>\n
SD \u672c\u8eab\u5b8c\u5168\u514d\u8d39\uff0c\u4f46\u4f60\u9700\u81ea\u5907\u786c\u4ef6\u3002\u7b97\u4e00\u7b14\u8d26\uff1a<\/p>\n
– \u4f4e\u6210\u672c\u65b9\u6848\uff1a\u4e8c\u624b GTX 1060 6GB\uff08\u7ea6 500 \u5143\uff09+ \u514d\u8d39\u8f6f\u4ef6\uff0c\u8db3\u591f\u8dd1 SD 1.5 \u57fa\u7840\u6a21\u578b\u3002<\/p>\n
– \u4e2d\u7aef\u65b9\u6848\uff1aRTX 3060 12GB\uff08\u7ea6 2000 \u5143\uff09\uff0c\u53ef\u6d41\u7545\u8fd0\u884c SDXL \u548c ControlNet\u3002<\/p>\n
– \u9ad8\u7aef\u65b9\u6848\uff1aRTX 4090\uff08\u7ea6 1.5 \u4e07\u5143\uff09\uff0c\u751f\u6210\u901f\u5ea6\u6781\u5feb\uff0c\u53ef\u540c\u65f6\u8dd1\u591a\u4e2a\u6a21\u578b\u3002<\/p>\n
\u5bf9\u6bd4 Midjourney \u5e74\u8d39 600 \u5143\uff08\u57fa\u7840\u7248\uff09\uff0cSD \u7684\u786c\u4ef6\u6295\u5165\u662f\u4e00\u6b21\u6027\u7684\u3002\u5982\u679c\u4f60\u6708\u751f\u6210\u91cf\u8d85\u8fc7 1000 \u5f20\uff0cSD \u7684\u6210\u672c\u4f18\u52bf\u5c31\u663e\u73b0\u4e86\u3002\u800c\u4e14\uff0cSD \u7684\u6a21\u578b\u5e93\u514d\u8d39\uff0c\u4f60\u65e0\u9700\u4e3a\u98ce\u683c\u4ed8\u8d39\u3002<\/p>\n
\u9002\u5408\u4eba\u7fa4\u4e0e\u4e0d\u9002\u5408\u4eba\u7fa4<\/p>\n
\u9002\u5408\u4eba\u7fa4\uff1a<\/p>\n
– \u6e38\u620f\u539f\u753b\u5e08\u3001\u6982\u5ff5\u8bbe\u8ba1\u5e08\uff0c\u9700\u8981\u5feb\u901f\u8fed\u4ee3\u548c\u7cbe\u786e\u63a7\u5236\u3002<\/p>\n
– \u7535\u5546\u5356\u5bb6\u3001\u81ea\u5a92\u4f53\u521b\u4f5c\u8005\uff0c\u9700\u8981\u5927\u91cf\u5dee\u5f02\u5316\u56fe\u7247\u4e14\u9884\u7b97\u6709\u9650\u3002<\/p>\n
– AI \u6781\u5ba2\u3001\u6280\u672f\u7231\u597d\u8005\uff0c\u559c\u6b22\u6298\u817e\u548c\u63a2\u7d22\u6700\u65b0\u6280\u672f\u3002<\/p>\n
– \u9700\u8981\u5546\u7528\u56fe\u7247\u7684\u8bbe\u8ba1\u5e08\uff0cSD \u7684\u5f00\u6e90\u8bb8\u53ef\u66f4\u53cb\u597d\u3002<\/p>\n
\u4e0d\u9002\u5408\u4eba\u7fa4\uff1a<\/p>\n
– \u5b8c\u5168\u4e0d\u61c2\u6280\u672f\u3001\u4e0d\u60f3\u5b66\u4efb\u4f55\u53c2\u6570\u7684\u666e\u901a\u7528\u6237\uff0c\u5efa\u8bae\u7528 Midjourney \u6216 DALL-E 3\u3002<\/p>\n
– \u6ca1\u6709\u72ec\u7acb\u663e\u5361\u7684 Mac \u7528\u6237\uff0cSD \u5728 Mac \u4e0a\u8fd0\u884c\u6548\u7387\u6781\u4f4e\uff08\u9664\u975e\u7528\u4e91\u7aef\u670d\u52a1\uff09\u3002<\/p>\n
– \u8ffd\u6c42\u201c\u4e00\u952e\u51fa\u56fe\u201d\u7684\u61d2\u4eba\uff0cSD \u7684\u5b66\u4e60\u66f2\u7ebf\u81f3\u5c11\u9700\u8981 2-3 \u5929\u3002<\/p>\n
\u5b58\u8bc1\u4ef7\u503c\u63d0\u793a<\/p>\n
\u5982\u679c\u4f60\u7528 Stable Diffusion \u751f\u6210\u7684\u4f5c\u54c1\uff08\u5982\u6e38\u620f\u8d44\u4ea7\u3001\u5546\u4e1a\u6d77\u62a5\uff09\u6709\u7248\u6743\u4ef7\u503c\uff0c\u5efa\u8bae\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\u5c24\u5176\u662f\u5546\u7528\u573a\u666f\uff0c\u5b58\u8bc1\u53ef\u4ee5\u907f\u514d\u7248\u6743\u7ea0\u7eb7\u3002<\/p>\n
PM \u6d4b\u8bc4\u7ed3\u8bba<\/p>\n
\u63a8\u8350\u6307\u6570\uff1a\u2605\u2605\u2605\u2605\u2605<\/p>\n
\u4e00\u53e5\u8bdd\u63a8\u8350\u7406\u7531\uff1a\u5f00\u6e90\u3001\u514d\u8d39\u3001\u53ef\u5b9a\u5236\uff0cAI \u7ed8\u56fe\u7684\u7ec8\u6781\u81ea\u7531\u3002<\/p>\n
\u9002\u7528\u573a\u666f\u6807\u7b7e\uff1a\u6e38\u620f\u8bbe\u8ba1\/\u7535\u5546\u7d20\u6750\/AI \u6781\u5ba2<\/p>\n
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