\u4e09\u79d2\u949f\u770b\u61c2\uff1a\u5f00\u6e90\u3001\u672c\u5730\u90e8\u7f72\u3001\u793e\u533a\u6d77\u91cf\u6a21\u578b\uff0c\u8ba9\u4f60\u7528\u6700\u4f4e\u6210\u672c\u83b7\u5f97\u5bf9 AI \u7ed8\u56fe\u6700\u6781\u81f4\u7684\u63a7\u5236\u6743\u3002<\/p>\n
\u6df1\u5ea6\u8bc4\u6d4b\u6b63\u6587<\/p>\n
\u5728 AI \u56fe\u50cf\u751f\u6210\u9886\u57df\uff0cStable Diffusion \u7684\u5730\u4f4d\u5c31\u50cf Linux \u4e4b\u4e8e\u64cd\u4f5c\u7cfb\u7edf\u2014\u2014\u5b83\u4e0d\u662f\u6700\u6613\u7528\u7684\uff0c\u4f46\u5374\u662f\u6700\u5f3a\u5927\u3001\u6700\u5f00\u653e\u3001\u6700\u503c\u5f97\u6df1\u5165\u7814\u7a76\u7684\u3002\u7531 Stability AI \u4e3b\u5bfc\u5f00\u53d1\uff0c\u8fd9\u4e2a\u5f00\u6e90\u6a21\u578b\u81ea 2022 \u5e74\u53d1\u5e03\u4ee5\u6765\uff0c\u5f7b\u5e95\u6539\u53d8\u4e86 AI \u7ed8\u753b\u7684\u751f\u6001\u683c\u5c40\u3002<\/p>\n
\u6838\u5fc3\u529f\u80fd\u4e0e\u6280\u672f\u4eae\u70b9<\/p>\n
Stable Diffusion \u7684\u6838\u5fc3\u662f\u201c\u6269\u6563\u6a21\u578b\u201d\uff08Diffusion Model\uff09\uff0c\u5b83\u901a\u8fc7\u9010\u6b65\u53bb\u566a\u7684\u65b9\u5f0f\u4ece\u968f\u673a\u566a\u58f0\u4e2d\u751f\u6210\u56fe\u50cf\u3002\u6280\u672f\u4e0a\uff0c\u5b83\u7684\u5173\u952e\u53c2\u6570\u5305\u62ec\uff1a<\/p>\n
– \u6a21\u578b\u67b6\u6784\uff1a\u57fa\u4e8e Latent Diffusion Model\uff0c\u5c06\u56fe\u50cf\u538b\u7f29\u5230\u6f5c\u7a7a\u95f4\u8fdb\u884c\u5904\u7406\uff0c\u5927\u5e45\u964d\u4f4e\u8ba1\u7b97\u8d44\u6e90\u9700\u6c42\u3002<\/p>\n
– \u91c7\u6837\u5668\uff1a\u652f\u6301 Euler\u3001DPM++\u3001DDIM \u7b49\u591a\u79cd\u91c7\u6837\u7b97\u6cd5\uff0c\u4e0d\u540c\u91c7\u6837\u5668\u5728\u751f\u6210\u901f\u5ea6\u3001\u7ec6\u8282\u548c\u98ce\u683c\u4e0a\u5dee\u5f02\u660e\u663e\u3002\u4f8b\u5982\uff0cDPM++ 2M Karras \u5728 20 \u6b65\u5185\u5c31\u80fd\u4ea7\u51fa\u9ad8\u8d28\u91cf\u56fe\u50cf\uff0c\u800c Euler \u5219\u66f4\u9002\u5408\u5feb\u901f\u8fed\u4ee3\u3002<\/p>\n
– \u5206\u8fa8\u7387\uff1a\u539f\u751f\u652f\u6301 512×512 \u6216 768×768\uff0c\u4f46\u901a\u8fc7\u6269\u5c55\uff08\u5982 Highres. Fix\uff09\u53ef\u8f7b\u677e\u751f\u6210 4K \u751a\u81f3\u66f4\u9ad8\u5206\u8fa8\u7387\u56fe\u50cf\u3002<\/p>\n
– ControlNet\uff1a\u8fd9\u662f Stable Diffusion \u7684\u201c\u6740\u624b\u7ea7\u201d\u529f\u80fd\u3002\u5b83\u5141\u8bb8\u4f60\u901a\u8fc7\u8fb9\u7f18\u68c0\u6d4b\u3001\u59ff\u6001\u4f30\u8ba1\u3001\u6df1\u5ea6\u56fe\u7b49\u65b9\u5f0f\u7cbe\u786e\u63a7\u5236\u56fe\u50cf\u6784\u56fe\u3002\u6bd4\u5982\uff0c\u4f60\u53ef\u4ee5\u5148\u7528\u4e00\u5f20\u7167\u7247\u63d0\u53d6\u4eba\u7269\u9aa8\u67b6\uff0c\u518d\u8ba9 AI \u57fa\u4e8e\u8fd9\u4e2a\u9aa8\u67b6\u751f\u6210\u5168\u65b0\u89d2\u8272\uff0c\u59ff\u52bf\u5b8c\u5168\u4e00\u81f4\u3002<\/p>\n
– LoRA\uff08Low-Rank Adaptation\uff09\uff1a\u4e00\u79cd\u8f7b\u91cf\u7ea7\u5fae\u8c03\u65b9\u6cd5\uff0c\u53ea\u9700\u51e0 MB \u7684\u6587\u4ef6\u5c31\u80fd\u8ba9\u6a21\u578b\u5b66\u4f1a\u7279\u5b9a\u89d2\u8272\u3001\u98ce\u683c\u6216\u7269\u4f53\u3002Civitai \u793e\u533a\u4e0a\u5df2\u6709\u8d85\u8fc7 10 \u4e07\u4e2a LoRA \u6a21\u578b\u4f9b\u4e0b\u8f7d\u3002<\/p>\n
\u5178\u578b\u4f7f\u7528\u573a\u666f<\/p>\n
1. \u6982\u5ff5\u8bbe\u8ba1\u4e0e\u5feb\u901f\u539f\u578b<\/p>\n
– \u771f\u5b9e\u6848\u4f8b\uff1a\u6e38\u620f\u7f8e\u672f\u8bbe\u8ba1\u5e08\u9700\u8981\u4e3a\u201c\u8d5b\u535a\u670b\u514b\u98ce\u683c\u7684\u9152\u5427\u8001\u677f\u201d\u8bbe\u8ba1\u6982\u5ff5\u56fe\u3002\u901a\u8fc7 Stable Diffusion + LoRA \u6a21\u578b\u201cCyberpunk_Character\u201d\uff0c\u8f93\u5165\u63d0\u793a\u8bcd\uff1a\u201ca cyberpunk bar owner, male, mid-40s, scar on face, neon lights reflection, detailed clothing\u201d\uff0c10 \u79d2\u5185\u751f\u6210 4 \u5f20\u4e0d\u540c\u65b9\u6848\u3002\u518d\u901a\u8fc7 ControlNet \u7684 Canny \u8fb9\u7f18\u68c0\u6d4b\uff0c\u5c06\u5176\u4e2d\u4e00\u5f20\u7684\u6784\u56fe\u9501\u5b9a\uff0c\u5fae\u8c03\u7ec6\u8282\uff0c\u6700\u7ec8\u8f93\u51fa 3 \u5f20\u9ad8\u8d28\u91cf\u6982\u5ff5\u56fe\uff0c\u6574\u4e2a\u6d41\u7a0b\u4e0d\u5230 30 \u5206\u949f\u3002<\/p>\n
2. \u7535\u5546\u4ea7\u54c1\u56fe\u751f\u6210<\/p>\n
– \u771f\u5b9e\u6848\u4f8b\uff1a\u5c0f\u578b\u5bb6\u5177\u54c1\u724c\u9700\u8981\u4e3a\u65b0\u54c1\u201c\u6781\u7b80\u4e3b\u4e49\u53f0\u706f\u201d\u5236\u4f5c\u573a\u666f\u56fe\u3002\u4f7f\u7528 Stable Diffusion \u7684 Inpainting \u529f\u80fd\uff0c\u5148\u62cd\u6444\u4e00\u5f20\u767d\u5e95\u4ea7\u54c1\u56fe\uff0c\u7136\u540e\u5728\u63d0\u793a\u8bcd\u4e2d\u63cf\u8ff0\u80cc\u666f\uff1a\u201c\u5317\u6b27\u98ce\u683c\u5ba2\u5385\uff0c\u6728\u8d28\u5730\u677f\uff0c\u5348\u540e\u7684\u9633\u5149\u900f\u8fc7\u767e\u53f6\u7a97\u201d\uff0cAI \u81ea\u52a8\u5c06\u53f0\u706f\u878d\u5165\u573a\u666f\uff0c\u5149\u5f71\u81ea\u7136\u3002\u5355\u5f20\u6210\u672c\u4ece\u4f20\u7edf\u6444\u5f71\u7684 500 \u5143\u964d\u81f3\u8fd1\u4e4e\u4e3a\u96f6\u3002<\/p>\n
3. \u4e2a\u4eba\u827a\u672f\u521b\u4f5c\u4e0e\u98ce\u683c\u63a2\u7d22<\/p>\n
– \u771f\u5b9e\u6848\u4f8b\uff1a\u63d2\u753b\u5e08\u60f3\u5c1d\u8bd5\u201c\u6d6e\u4e16\u7ed8\u98ce\u683c\u7684\u6c34\u58a8\u753b\u201d\u3002\u901a\u8fc7 Civitai \u4e0b\u8f7d\u201cUkiyo-e\u201d\u548c\u201cInk Wash\u201d\u4e24\u4e2a LoRA \u6a21\u578b\uff0c\u53e0\u52a0\u4f7f\u7528\u3002\u8f93\u5165\uff1a\u201ca dragon flying over Mount Fuji, misty morning, Ukiyo-e style, ink wash texture\u201d\uff0c\u751f\u6210\u7ed3\u679c\u65e2\u6709\u6d6e\u4e16\u7ed8\u7684\u7ebf\u6761\u611f\uff0c\u53c8\u6709\u6c34\u58a8\u753b\u7684\u6655\u67d3\u6548\u679c\u3002\u8fd9\u79cd\u98ce\u683c\u6df7\u642d\u5728\u4f20\u7edf\u7ed8\u753b\u4e2d\u9700\u8981\u6570\u5468\u5b9e\u9a8c\uff0cAI \u53ea\u9700\u51e0\u5206\u949f\u3002<\/p>\n
\u4e0e\u540c\u7c7b\u5de5\u5177\u6a2a\u5411\u5bf9\u6bd4<\/p>\n
– \u5bf9\u6bd4 Midjourney\uff1aMidjourney \u662f\u201c\u50bb\u74dc\u5f0f\u201d\u7684\u6781\u81f4\uff0c\u4f60\u53ea\u9700\u8f93\u5165\u4e00\u53e5\u8bdd\uff0c\u5b83\u5c31\u80fd\u4ea7\u51fa\u60ca\u8273\u7684\u56fe\u50cf\uff0c\u4f46\u63a7\u5236\u6743\u6709\u9650\u3002Stable Diffusion \u5219\u5b8c\u5168\u76f8\u53cd\uff1a\u4f60\u9700\u8981\u5b66\u4e60\u63d0\u793a\u8bcd\u5de5\u7a0b\u3001\u6a21\u578b\u9009\u62e9\u3001\u53c2\u6570\u8c03\u4f18\uff0c\u751a\u81f3\u90e8\u7f72\u73af\u5883\u3002\u4f46\u4e00\u65e6\u638c\u63e1\uff0c\u4f60\u80fd\u505a\u5230 Midjourney \u505a\u4e0d\u5230\u7684\u4e8b\u2014\u2014\u6bd4\u5982\u751f\u6210 1024×1024 \u4ee5\u4e0a\u5206\u8fa8\u7387\u3001\u7cbe\u786e\u63a7\u5236\u4eba\u7269\u59ff\u52bf\u3001\u5546\u7528\u81ea\u5b9a\u4e49\u6a21\u578b\u3002\u7b80\u5355\u8bf4\uff0cMidjourney \u662f iPhone\uff0cStable Diffusion \u662f\u5355\u53cd\u76f8\u673a\u3002<\/p>\n
– \u5bf9\u6bd4 DALL-E 3\uff1aDALL-E 3 \u5728\u7406\u89e3\u590d\u6742\u8bed\u4e49\u548c\u6587\u672c\u6e32\u67d3\u4e0a\u7565\u80dc\u4e00\u7b79\uff0c\u4f46\u751f\u6210\u98ce\u683c\u5355\u4e00\uff0c\u4e14\u65e0\u6cd5\u672c\u5730\u90e8\u7f72\u3002Stable Diffusion \u7684\u793e\u533a\u751f\u6001\uff08Civitai \u8d85 15 \u4e07\u6a21\u578b\uff09\u5b8c\u80dc\uff0c\u4f60\u80fd\u627e\u5230\u4efb\u4f55\u98ce\u683c\u7684\u73b0\u6210\u6a21\u578b\uff0c\u4ece\u201c\u5409\u535c\u529b\u52a8\u753b\u201d\u5230\u201c\u514b\u82cf\u9c81\u6050\u6016\u201d\u3002<\/p>\n
\u5b9a\u4ef7\u6027\u4ef7\u6bd4\u5206\u6790<\/p>\n
– \u4ef7\u683c\uff1a\u5b8c\u5168\u514d\u8d39\uff0c\u5f00\u6e90\u3002<\/p>\n
– \u9690\u85cf\u6210\u672c\uff1a\u9700\u8981\u4e00\u53f0\u5e26 GPU \u7684\u7535\u8111\uff08\u63a8\u8350 NVIDIA RTX 3060 12GB \u4ee5\u4e0a\uff09\uff0c\u6216\u4f7f\u7528\u4e91\u8ba1\u7b97\u670d\u52a1\uff08\u5982 RunPod\u3001Google Colab\uff09\uff0c\u6bcf\u5c0f\u65f6\u7ea6 0.5-2 \u7f8e\u5143\u3002\u4f46\u76f8\u6bd4 Midjourney \u6bcf\u6708 10-60 \u7f8e\u5143\uff0c\u957f\u671f\u4f7f\u7528\u6210\u672c\u6781\u4f4e\u3002<\/p>\n
– \u4ef7\u503c\uff1a\u5982\u679c\u4f60\u6709\u786c\u4ef6\u57fa\u7840\uff0cStable Diffusion \u662f\u6027\u4ef7\u6bd4\u4e4b\u738b\u3002\u5373\u4f7f\u79df\u7528\u4e91 GPU\uff0c\u5bf9\u4e8e\u9ad8\u9891\u7528\u6237\uff08\u6bcf\u6708 1000+ \u5f20\u56fe\uff09\uff0c\u6210\u672c\u4ecd\u4f4e\u4e8e Midjourney\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\u613f\u610f\u82b1\u65f6\u95f4\u5b66\u4e60\u63d0\u793a\u8bcd\u3001\u6a21\u578b\u548c\u53c2\u6570\u3002<\/p>\n
– \u9700\u8981\u5546\u4e1a\u5b9a\u5236\u5316\u8f93\u51fa\u7684\u7528\u6237\uff1a\u5982\u6e38\u620f\u7f8e\u672f\u3001\u7535\u5546\u8bbe\u8ba1\u3001\u5efa\u7b51\u53ef\u89c6\u5316\u3002<\/p>\n
– \u9690\u79c1\u654f\u611f\u8005\uff1a\u6240\u6709\u751f\u6210\u5728\u672c\u5730\u5b8c\u6210\uff0c\u6570\u636e\u4e0d\u5916\u6cc4\u3002<\/p>\n
– \u6a21\u578b\u5f00\u53d1\u8005\uff1a\u60f3\u8bad\u7ec3\u81ea\u5df1\u7684 LoRA \u6216\u5fae\u8c03\u6a21\u578b\u3002<\/p>\n
– \u4e0d\u9002\u5408\u4eba\u7fa4\uff1a<\/p>\n
– \u8ffd\u6c42\u5373\u5f00\u5373\u7528\u7684\u7528\u6237\uff1a\u5982\u679c\u4f60\u53ea\u60f3\u201c\u4e00\u53e5\u8bdd\u51fa\u56fe\u201d\uff0cMidjourney \u66f4\u9002\u5408\u3002<\/p>\n
– \u6ca1\u6709 GPU \u4e14\u4e0d\u613f\u6298\u817e\u4e91\u670d\u52a1\u7684\u7528\u6237\uff1a\u90e8\u7f72\u548c\u914d\u7f6e\u5bf9\u65b0\u624b\u4e0d\u53cb\u597d\u3002<\/p>\n
– \u9700\u8981\u9876\u7ea7\u6587\u672c\u6e32\u67d3\u80fd\u529b\u7684\u4eba\uff1aDALL-E 3 \u5728\u6587\u5b57\u751f\u6210\u4e0a\u66f4\u53ef\u9760\u3002<\/p>\n
\u7248\u6743\u5b58\u8bc1\u63d0\u793a\uff1a\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\u2605<\/p>\n
\u4e00\u53e5\u8bdd\u63a8\u8350\u7406\u7531\uff1a\u5f00\u6e90\u4e4b\u738b\uff0c\u63a7\u5236\u529b\u65e0\u654c\uff0c\u793e\u533a\u751f\u6001\u78be\u538b\u4e00\u5207\u3002<\/p>\n
\u9002\u7528\u573a\u666f\u6807\u7b7e\uff1a\u56fe\u50cf\u751f\u6210 \/ \u8bbe\u8ba1\u8f85\u52a9 \/ \u6a21\u578b\u5f00\u53d1<\/p>\n
—
\n**\u7248\u6743\u63d0\u793a**\uff1a\u4f7f\u7528\u8be5\u5de5\u5177\u521b\u4f5c\u540e\uff0c\u8bf7\u52a1\u5fc5\u524d\u5f80 [AI\u521b\u4f5c\u793e](https:\/\/www.aichuangzuoshe.com) \u8fdb\u884c\u7248\u6743\u5b58\u8bc1\uff0c\u83b7\u53d6\u5177\u6709\u6cd5\u5f8b\u6548\u529b\u7684\u521b\u4f5c\u65f6\u95f4\u6233\uff0c\u6709\u6548\u4fdd\u62a4\u60a8\u7684\u6570\u5b57\u4f5c\u54c1\u6743\u76ca\u3002<\/p>\n
—
\n\u672c\u6587\u6536\u5f55\u5de5\u5177\u7ecf **[AI\u521b\u4f5c\u793e](https:\/\/aichuangzuoshe.com) \u7248\u6743\u4fdd\u62a4\u534f\u8bae**\u8ba4\u8bc1\u3002\u8be5\u5de5\u5177\u751f\u6210\u7684\u4f5c\u54c1\u5df2\u63a5\u5165 AI \u521b\u4f5c\u793e\u7248\u6743\u4fdd\u62a4\u901a\u9053\uff0c\u4f7f\u7528 AI \u521b\u4f5c\u793e\u53ef\u5bf9\u60a8\u7684\u6570\u5b57\u4f5c\u54c1\u8fdb\u884c\u4e00\u952e\u5b58\u8bc1\uff0c\u4fdd\u62a4\u521b\u4f5c\u6743\u76ca\u3002<\/p>\n
> **\u26a0\ufe0f \u7248\u6743\u63d0\u793a**\uff1a\u672c\u5de5\u5177\u751f\u6210\u7684\u56fe\u50cf\/\u89c6\u9891\/\u97f3\u4e50\u4f5c\u54c1\u6d89\u53ca\u7248\u6743\u5f52\u5c5e\u95ee\u9898\u3002\u5efa\u8bae\u901a\u8fc7 **[AI\u521b\u4f5c\u793e](https:\/\/aichuangzuoshe.com)** \u5bf9\u60a8\u7684 AI \u521b\u4f5c\u8fdb\u884c\u53f8\u6cd5\u5b58\u8bc1\uff0c\u83b7\u53d6\u5177\u6709\u6cd5\u5f8b\u6548\u529b\u7684\u521b\u4f5c\u65f6\u95f4\u6233\u8bc1\u660e\uff0c\u6709\u6548\u5e94\u5bf9\u4fb5\u6743\u7ea0\u7eb7\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"
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