{"id":63506,"date":"2026-05-31T10:15:10","date_gmt":"2026-05-31T02:15:10","guid":{"rendered":"https:\/\/www.kdjingpai.com\/?p=63506"},"modified":"2026-05-31T10:15:10","modified_gmt":"2026-05-31T02:15:10","slug":"remove-ai-watermarks","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/en\/remove-ai-watermarks\/","title":{"rendered":"Remove-AI-Watermarks\uff1a\u79fb\u9664AI\u751f\u6210\u56fe\u50cf\u6c34\u5370\u4e0e\u5143\u6570\u636e\u7684\u547d\u4ee4\u884c\u5de5\u5177"},"content":{"rendered":"<p>Remove-AI-Watermarks \u662f\u4e00\u6b3e\u529f\u80fd\u5f3a\u5927\u7684\u5f00\u6e90\u547d\u4ee4\u884c\u5de5\u5177\u548c Python \u5e93\uff0c\u4e13\u4e3a\u79fb\u9664\u4eba\u5de5\u667a\u80fd\u751f\u6210\u56fe\u50cf\u4e2d\u7684\u53ef\u89c1\u6c34\u5370\u3001\u4e0d\u53ef\u89c1\u9690\u5f62\u6c34\u5370\u4ee5\u53caAI\u6765\u6e90\u5143\u6570\u636e\u800c\u8bbe\u8ba1\u3002\u65e0\u8bba\u60a8\u4f7f\u7528\u7684\u662f Google Gemini\u3001ChatGPT\/DALL-E\u3001Stable Diffusion\u3001Adobe <a href=\"https:\/\/www.kdjingpai.com\/adobe-fireflyyinghuo\/\">Firefly<\/a> \u8fd8\u662f\u56fd\u5185\u7684\u8c46\u5305\u7b49\u6a21\u578b\uff0c\u8be5\u5de5\u5177\u90fd\u80fd\u63d0\u4f9b\u5168\u65b9\u4f4d\u7684\u6c34\u5370\u6e05\u7406\u65b9\u6848\u3002\u5b83\u80fd\u591f\u901a\u8fc7\u53cd\u5411\u6df7\u5408\u7b97\u6cd5\u77ac\u95f4\u6d88\u9664 <a href=\"https:\/\/www.kdjingpai.com\/geminibardgubu\/\">Gemini<\/a> \u56fe\u50cf\u4e0a\u7684\u95ea\u5149\u6807\u5fd7\u548c\u6587\u672c\u6c34\u5370\uff0c\u8fd8\u53ef\u5229\u7528\u9ad8\u7ea7\u6269\u6563\u6a21\u578b\u91cd\u7ed8\u6280\u672f\u6709\u6548\u53bb\u9664 SynthID\u3001StableSignature \u7b49\u5e95\u5c42\u9690\u5f62\u6570\u5b57\u6c34\u5370\u3002\u6b64\u5916\uff0c\u5de5\u5177\u80fd\u6df1\u5ea6\u65e0\u635f\u5730\u6e05\u7406\u56fe\u50cf\u6587\u4ef6\u4e2d\u7684 EXIF\u3001XMP \u548c C2PA \u51fa\u5904\u6e05\u5355\uff0c\u5f7b\u5e95\u64e6\u9664\u201c\u7531AI\u751f\u6210\u201d\u7684\u5143\u6570\u636e\u6807\u7b7e\uff0c\u9632\u6b62\u793e\u4ea4\u5a92\u4f53\u5e73\u53f0\u5bf9\u56fe\u50cf\u8fdb\u884c\u81ea\u52a8\u8bef\u6807\u3002\u9879\u76ee\u652f\u6301\u8de8\u5e73\u53f0\u514d\u914d\u7f6e\u8fd0\u884c\uff0cCPU\u5373\u53ef\u6781\u901f\u5904\u7406\u53ef\u89c1\u6c34\u5370\u4e0e\u5143\u6570\u636e\uff0c\u5e76\u652f\u6301\u672c\u5730 GPU \u52a0\u901f\u9690\u85cf\u6c34\u5370\u7684\u91cd\u7ed8\uff0c\u662f\u6570\u5b57\u56fe\u50cf\u540e\u671f\u5904\u7406\u4e0e\u9690\u79c1\u4fdd\u62a4\u7684\u5f97\u529b\u52a9\u624b\u3002<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li><strong>\u53ef\u89c1\u6c34\u5370\u6781\u901f\u79fb\u9664<\/strong>\uff1a\u5185\u7f6e\u667a\u80fd\u8bc6\u522b\u673a\u5236\uff0c\u901a\u8fc7\u53cd\u5411 Alpha \u6df7\u5408\u7b49\u7b97\u6cd5\u81ea\u52a8\u5b9a\u4f4d\u5e76\u5b8c\u7f8e\u6d88\u9664 Google Gemini \u7684\u95ea\u5149\u6807\u5fd7\u53ca\u8c46\u5305\u7b49\u5e73\u53f0\u7684\u201cAI\u751f\u6210\u201d\u6587\u672c\u6c34\u5370\u3002\u7eaf CPU \u8fd0\u884c\uff0c\u5355\u5f20\u5904\u7406\u4ec5\u9700 0.03~0.05\u79d2\u3002<\/li>\n<li><strong>\u81ea\u5b9a\u4e49\u901a\u7528\u533a\u57df\u64e6\u9664\uff08Erase\uff09<\/strong>\uff1a\u63d0\u4f9b\u57fa\u4e8e\u5750\u6807\u7684\u533a\u57df\u64e6\u9664\u529f\u80fd\u3002\u65e0\u8bba\u662f\u4efb\u4f55\u4f4d\u7f6e\u3001\u4efb\u4f55\u989c\u8272\u7684\u5fae\u6807\u6216\u4e0d\u9700\u8981\u7684\u7269\u4f53\uff0c\u5747\u53ef\u901a\u8fc7\u81ea\u5b9a\u4e49\u9009\u533a\u6846\u8fdb\u884c\u4fee\u8865\u3002\u9664\u4e86\u6781\u901f\u7684 cv2 \u7b97\u6cd5\uff0c\u8fd8\u652f\u6301\u5916\u6302 big-LaMa \u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u5b9e\u73b0\u6781\u9ad8\u753b\u8d28\u7684\u65e0\u7f1d\u586b\u5145\u3002<\/li>\n<li><strong>\u4e0d\u53ef\u89c1\u9690\u85cf\u6c34\u5370\u6d88\u9664\uff08\u6269\u6563\u91cd\u7ed8\uff09<\/strong>\uff1a\u5229\u7528 SDXL \u6269\u6563\u7ba1\u9053\uff0c\u5728\u4e0d\u6539\u53d8\u539f\u56fe\u5206\u8fa8\u7387\u7684\u524d\u63d0\u4e0b\uff0c\u7834\u574f\u5e76\u62b9\u9664 SynthID\u3001StableSignature\u3001TreeRing \u7b49\u9891\u7387\u57df\u6216\u50cf\u7d20\u7ea7\u7684\u9690\u5f62\u6c34\u5370\uff0c\u4f7f\u5176\u65e0\u6cd5\u88ab\u6eaf\u6e90\u9a8c\u8bc1\u5668\u68c0\u6d4b\u3002<\/li>\n<li><strong>AI \u6765\u6e90\u5143\u6570\u636e\u65e0\u635f\u5265\u79bb<\/strong>\uff1a\u5168\u9762\u89e3\u6790\u5e76\u6e05\u7406 C2PA \u5185\u5bb9\u51ed\u8bc1\u3001EXIF\/XMP \u4e2d\u7684\u201cMade with AI\u201d\u6807\u7b7e\u4ee5\u53ca PNG \u9690\u85cf\u6587\u672c\u5757\u3002\u5f7b\u5e95\u79fb\u9664\u5e73\u53f0\u4f9d\u8d56\u7684 AI \u6eaf\u6e90\u4fe1\u606f\uff0c\u540c\u65f6\u5b8c\u597d\u4fdd\u7559\u5206\u8fa8\u7387\u3001\u4f5c\u8005\u3001\u7248\u6743\u7b49\u5e38\u89c4\u5143\u6570\u636e\u3002<\/li>\n<li><strong>\u4e00\u952e\u6c34\u5370\u4e0e\u51fa\u5904\u68c0\u6d4b\uff08Identify\uff09<\/strong>\uff1a\u96c6\u6210\u591a\u9636\u6bb5\u8ffd\u8e2a\u673a\u5236\uff0c\u7cbe\u51c6\u8bc4\u4f30\u56fe\u50cf\u6765\u6e90\u4e0e\u6240\u542b\u7279\u5f81\u3002\u652f\u6301\u68c0\u6d4b C2PA\u3001IPTC \u6807\u7b7e\u3001SynthID \u4ee3\u7406\u8bb0\u5f55\u53ca\u5e38\u89c4\u53ef\u89c1\u6c34\u5370\uff0c\u4e00\u952e\u8f93\u51fa\u56fe\u50cf\u6765\u6e90\u5206\u6790\uff08\u652f\u6301\u673a\u5668\u53ef\u8bfb\u7684 JSON \u683c\u5f0f\uff09\u3002<\/li>\n<li><strong>\u667a\u80fd\u9762\u90e8\u4fdd\u62a4\u4e0e\u6a21\u62df\u80f6\u7247\u6ee4\u955c<\/strong>\uff1a\u5728\u5904\u7406\u4e0d\u53ef\u89c1\u6c34\u5370\u8fdb\u884c\u6269\u6563\u91cd\u7ed8\u65f6\uff0c\u7cfb\u7edf\u4f1a\u81ea\u52a8\u63d0\u53d6\u5e76\u4fdd\u62a4\u4eba\u8138\u7279\u5f81\uff0c\u907f\u514d AI \u91cd\u7ed8\u5bfc\u81f4\u9762\u90e8\u626d\u66f2\uff1b\u53ef\u9009\u7684\u80f6\u7247\u9897\u7c92\u4e0e\u8272\u5dee\u6a21\u62df\uff08Analog Humanizer\uff09\u529f\u80fd\u53ef\u589e\u52a0\u56fe\u50cf\u771f\u5b9e\u611f\u3002<\/li>\n<li><strong>\u5f3a\u5927\u7684\u6279\u91cf\u5904\u7406\u4e0e API \u652f\u6301<\/strong>\uff1a\u539f\u751f\u652f\u6301\u5168\u76ee\u5f55\u56fe\u50cf\u7684\u81ea\u52a8\u5316\u6279\u91cf\u626b\u63cf\u4e0e\u5904\u7406\uff1b\u540c\u65f6\u63d0\u4f9b\u7b80\u6d01\u7684 Python API \u63a5\u53e3\uff0c\u65b9\u4fbf\u5f00\u53d1\u8005\u5c06\u5176\u65e0\u7f1d\u96c6\u6210\u5230\u81ea\u52a8\u5316\u5de5\u4f5c\u6d41\u4e2d\u3002<\/li>\n<\/ul>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<p>\u6b22\u8fce\u4f7f\u7528 Remove-AI-Watermarks\u3002\u4e3a\u4e86\u8ba9\u60a8\u80fd\u591f\u5145\u5206\u53d1\u6325\u8be5\u5de5\u5177\u7684\u5168\u90e8\u6f5c\u80fd\uff0c\u4ee5\u4e0b\u4e3a\u60a8\u63d0\u4f9b\u4ece\u73af\u5883\u5b89\u88c5\u5230\u9ad8\u7ea7\u529f\u80fd\u4f7f\u7528\u7684\u8be6\u5c3d\u5168\u6d41\u7a0b\u6307\u5357\u3002\u8bf7\u8ddf\u968f\u6b65\u9aa4\u64cd\u4f5c\uff0c\u5373\u53ef\u719f\u7ec3\u638c\u63e1\u8fd9\u6b3e\u5f3a\u5927\u7684 AI \u56fe\u50cf\u6e05\u7406\u5de5\u5177\u3002<\/p>\n<h3>\ud83d\ude80 \u7b2c\u4e00\u90e8\u5206\uff1a\u73af\u5883\u51c6\u5907\u4e0e\u5b89\u88c5<\/h3>\n<p>\u672c\u5de5\u5177\u8de8\u5e73\u53f0\u652f\u6301 Windows\u3001macOS \u548c Linux\u3002\u7531\u4e8e\u6d89\u53ca\u56fe\u50cf\u5904\u7406\u548c\u795e\u7ecf\u7f51\u7edc\u8ba1\u7b97\uff0c\u8bf7\u786e\u4fdd\u60a8\u7684\u8ba1\u7b97\u673a\u5df2\u5b89\u88c5 Python 3.10 \u6216\u66f4\u9ad8\u7248\u672c\u3002<\/p>\n<p><strong>\u65b9\u6cd5\u4e00\uff1a\u4f7f\u7528 pipx \u72ec\u7acb\u73af\u5883\u5b89\u88c5\uff08\u5f3a\u70c8\u63a8\u8350\uff0c\u6700\u7b80\u5355\uff09<\/strong><br \/>\n\u5982\u679c\u60a8\u4e0d\u9700\u8981\u8fdb\u884c\u4e8c\u6b21\u5f00\u53d1\uff0c\u53ea\u60f3\u5728\u547d\u4ee4\u884c\u4e2d\u76f4\u63a5\u4f7f\u7528\u5b83\uff0c\u4f7f\u7528\u00a0<code>pipx<\/code>\u00a0\u53ef\u4ee5\u5728\u9694\u79bb\u7684\u865a\u62df\u73af\u5883\u4e2d\u5b89\u88c5\u5b83\uff0c\u907f\u514d\u4e0e\u5176\u4ed6 Python \u5305\u51b2\u7a81\uff1a<\/p>\n<ol>\n<li>\u6253\u5f00\u60a8\u7684\u7ec8\u7aef\uff08Terminal\uff09\u6216\u547d\u4ee4\u63d0\u793a\u7b26\uff08CMD\uff09\u3002<\/li>\n<li>\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4\u8fdb\u884c\u5168\u5c40\u5b89\u88c5\uff1a\n<pre><code>pipx install git+https:\/\/github.com\/wiltodelta\/remove-ai-watermarks.git\r\n<\/code><\/pre>\n<\/li>\n<\/ol>\n<p><em>(\u6ce8\uff1a\u540c\u6837\u652f\u6301\u4f7f\u7528\u6700\u65b0\u7684\u00a0<code>uv<\/code>\u00a0\u5305\u7ba1\u7406\u5668\uff1a<code>uv tool install git+https:\/\/...<\/code>)<\/em><\/p>\n<p><strong>\u65b9\u6cd5\u4e8c\uff1a\u6e90\u7801\u514b\u9686\u5b89\u88c5<\/strong><br \/>\n\u5982\u679c\u60a8\u5e0c\u671b\u4f53\u9a8c\u6700\u65b0\u4ee3\u7801\u6216\u9700\u8981\u81ea\u5b9a\u4e49\u4fee\u6539\uff0c\u53ef\u4ee5\u901a\u8fc7\u514b\u9686 GitHub \u4ed3\u5e93\u8fdb\u884c\u5b89\u88c5\uff1a<\/p>\n<ol>\n<li>\u4e0b\u8f7d\u4ed3\u5e93\u4ee3\u7801\uff1a\n<pre><code>git clone https:\/\/github.com\/wiltodelta\/remove-ai-watermarks.git\r\ncd remove-ai-watermarks\r\n<\/code><\/pre>\n<\/li>\n<li>\u4ee5\u53ef\u7f16\u8f91\u6a21\u5f0f\u5b89\u88c5\u57fa\u7840\u7248\u672c\uff1a\n<pre><code>pip install -e .\r\n<\/code><\/pre>\n<\/li>\n<\/ol>\n<p><strong>\ud83d\udd27 \u6269\u5c55\u7ec4\u4ef6\u5b89\u88c5\uff08\u9488\u5bf9\u9ad8\u9636\u9700\u6c42\uff09<\/strong><br \/>\n\u57fa\u7840\u5b89\u88c5\u5305\u4ec5\u652f\u6301 CPU \u5904\u7406\u201c\u53ef\u89c1\u6c34\u5370\u201d\u548c\u201c\u5143\u6570\u636e\u6e05\u7406\u201d\u3002\u5982\u9700\u4f7f\u7528\u795e\u7ecf\u7f51\u7edc\u6d88\u9664\u9690\u85cf\u6c34\u5370\uff0c\u9700\u9644\u52a0 GPU \u7ec4\u4ef6\uff1a<\/p>\n<ul>\n<li><strong>\u5b89\u88c5 GPU \u52a0\u901f\u652f\u6301<\/strong>\uff08\u63a8\u8350\u6709 NVDIA \u663e\u5361\u6216 Mac M \u7cfb\u5217\u82af\u7247\u7684\u7528\u6237\uff09\uff1a<br \/>\n<code>pip install -e \".[gpu]\"<\/code><\/li>\n<li><strong>\u5b89\u88c5\u6df1\u5ea6\u68c0\u6d4b\u5668<\/strong>\uff08\u7528\u4e8e\u89e3\u7801 Stable Diffusion\/FLUX \u9690\u85cf\u6c34\u5370\uff09\uff1a<br \/>\n<code>pip install -e \".[detect]\"<\/code><\/li>\n<\/ul>\n<h3>\ud83d\udcbb \u7b2c\u4e8c\u90e8\u5206\uff1a\u6838\u5fc3\u529f\u80fd\u4e0e\u547d\u4ee4\u64cd\u4f5c\u6307\u5357<\/h3>\n<p>\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u60a8\u53ef\u4ee5\u5728\u7ec8\u7aef\u4e2d\u76f4\u63a5\u8f93\u5165\u00a0<code>remove-ai-watermarks<\/code>\u00a0\u8c03\u51fa\u4e3b\u7a0b\u5e8f\u3002\u4ee5\u4e0b\u662f\u4e3b\u8981\u529f\u80fd\u6a21\u5757\u7684\u8be6\u7ec6\u64cd\u4f5c\u6d41\uff1a<\/p>\n<h4>1. \u56fe\u50cf\u7279\u5f81\u4e0e\u6eaf\u6e90\u68c0\u6d4b\uff08Identify\uff09<\/h4>\n<p>\u5728\u5904\u7406\u56fe\u7247\u524d\uff0c\u60a8\u901a\u5e38\u9700\u8981\u4e86\u89e3\u56fe\u7247\u5185\u90e8\u85cf\u6709\u54ea\u4e9b\u79d8\u5bc6\u3002\u8be5\u547d\u4ee4\u53ef\u5206\u6790\u51fa\u5904\u3002<\/p>\n<ul>\n<li><strong>\u57fa\u7840\u64cd\u4f5c<\/strong>\uff1a<code>remove-ai-watermarks identify \u60a8\u7684\u56fe\u7247.png<\/code><\/li>\n<li><strong>\u64cd\u4f5c\u8be6\u89e3<\/strong>\uff1a\u8fd0\u884c\u540e\uff0c\u5de5\u5177\u5c06\u626b\u63cf\u5e76\u805a\u5408 C2PA \u51ed\u8bc1\u3001EXIF \u7b7e\u540d\u3001SynthID \u4ee3\u7406\u4ee5\u53ca\u53ef\u89c1\u6c34\u5370\u7684\u7279\u5f81\u4fe1\u606f\u3002\u5982\u679c\u56fe\u7247\u7edd\u5bf9\u5e72\u51c0\uff0c\u5b83\u4f1a\u8fd4\u56de\u00a0<code>unknown<\/code>\uff08\u56e0\u4e3a\u5265\u79bb\u5143\u6570\u636e\u540e\u65e0\u6cd5\u5224\u65ad\u7edd\u5bf9\u771f\u5b9e\u6027\uff09\u3002\u60a8\u8fd8\u53ef\u4ee5\u6dfb\u52a0\u00a0<code>--json<\/code>\u00a0\u53c2\u6570\uff0c\u5c06\u7ed3\u679c\u8f93\u51fa\u4e3a\u4ee3\u7801\u53ef\u8bfb\u683c\u5f0f\uff0c\u65b9\u4fbf\u5bf9\u63a5\u81ea\u52a8\u5316\u811a\u672c\u3002<\/li>\n<\/ul>\n<h4>2. \u53ef\u89c1\u6c34\u5370\u6781\u901f\u79fb\u9664\uff08Visible\uff09<\/h4>\n<p>\u9488\u5bf9 Gemini \u6216\u8c46\u5305\u7b49\u5e73\u53f0\u76f4\u63a5\u6253\u5728\u56fe\u7247\u4e0a\u7684\u6587\u5b57\u548c Logo\u3002\u6b64\u529f\u80fd\u4f9d\u9760 CPU \u77ac\u95f4\u5b8c\u6210\uff0c\u65e0\u9700\u663e\u5361\u3002<\/p>\n<ul>\n<li><strong>\u57fa\u7840\u64cd\u4f5c<\/strong>\uff1a<code>remove-ai-watermarks visible \u8f93\u5165.png -o \u6e05\u7406\u540e.png<\/code><\/li>\n<li><strong>\u64cd\u4f5c\u8be6\u89e3<\/strong>\uff1a\u9ed8\u8ba4\u60c5\u51b5\u4e0b\uff0c\u5de5\u5177\u4f7f\u7528\u00a0<code>--mark auto<\/code>\u00a0\u53c2\u6570\uff0c\u5b83\u4f1a\u667a\u80fd\u5224\u65ad\u56fe\u7247\u4e0a\u662f Gemini \u7684\u95ea\u5149\u6807\u5fd7\u8fd8\u662f\u8c46\u5305\u7684\u6587\u672c\u6c34\u5370\uff0c\u5e76\u5957\u7528\u5bf9\u5e94\u7b97\u6cd5\u62b9\u9664\u3002\u4f60\u4e5f\u53ef\u4ee5\u901a\u8fc7\u589e\u52a0\u00a0<code>--mark gemini<\/code>\u00a0\u6216\u00a0<code>--mark <a href=\"https:\/\/www.kdjingpai.com\/doubaoai\/\">doubao<\/a><\/code>\u00a0\u5f3a\u5236\u6307\u5b9a\u6c34\u5370\u7c7b\u578b\u4ee5\u63d0\u9ad8\u51c6\u786e\u5ea6\u3002<\/li>\n<\/ul>\n<h4>3. \u901a\u7528\u81ea\u5b9a\u4e49\u533a\u57df\u64e6\u9664\uff08Erase\uff09<\/h4>\n<p>\u5982\u679c\u60a8\u9047\u5230\u7684\u662f\u5176\u4ed6 AI \u5e73\u53f0\u7684\u6c34\u5370\uff0c\u6216\u8005\u60f3\u8981\u79fb\u9664\u753b\u9762\u4e2d\u7684\u67d0\u4e2a\u7279\u5b9a\u7269\u4f53\uff0c\u53ef\u4f7f\u7528\u6b64\u529f\u80fd\u3002<\/p>\n<ul>\n<li><strong>\u57fa\u7840\u64cd\u4f5c<\/strong>\uff1a<code>remove-ai-watermarks erase \u8f93\u5165.png --region X,Y,\u5bbd\u5ea6,\u9ad8\u5ea6 -o \u6e05\u7406\u540e.png<\/code><\/li>\n<li><strong>\u64cd\u4f5c\u8be6\u89e3<\/strong>\uff1a\u4f60\u9700\u8981\u901a\u8fc7\u56fe\u50cf\u67e5\u770b\u5668\u627e\u5230\u6c34\u5370\u7684\u5de6\u4e0a\u89d2\u5750\u6807\uff08X,Y\uff09\u4ee5\u53ca\u5b83\u7684\u5bbd\u5ea6\u548c\u9ad8\u5ea6\u3002\u4f8b\u5982\uff1a<code>--region 1640,1930,400,100<\/code>\u3002<\/li>\n<li><strong>\u753b\u8d28\u63d0\u5347\u6280\u5de7<\/strong>\uff1a\u9ed8\u8ba4\u4f7f\u7528\u5185\u7f6e\u7684 cv2 \u7b97\u6cd5\uff0c\u901f\u5ea6\u5feb\u4f46\u5bf9\u4e8e\u590d\u6742\u80cc\u666f\u586b\u5145\u6548\u679c\u4e00\u822c\u3002\u5efa\u8bae\u5728\u547d\u4ee4\u540e\u6dfb\u52a0\u00a0<code>--backend lama<\/code>\u00a0\u53c2\u6570\uff08\u9996\u6b21\u4f7f\u7528\u9700\u81ea\u52a8\u4e0b\u8f7d 200MB \u5927\u5c0f\u7684\u6a21\u578b\u6587\u4ef6\uff0c\u5e76\u6d88\u8017\u7ea6 3GB \u5185\u5b58\uff09\uff0c\u7cfb\u7edf\u5c06\u4f7f\u7528\u5f3a\u5927\u7684 big-LaMa \u795e\u7ecf\u7f51\u7edc\u8fdb\u884c\u50cf\u7d20\u7ea7\u65e0\u7f1d\u4fee\u8865\uff0c\u6548\u679c\u6781\u4f73\uff01<\/li>\n<\/ul>\n<h4>4. \u4e0d\u53ef\u89c1\/\u9690\u85cf\u6570\u5b57\u6c34\u5370\u91cd\u7ed8\uff08Invisible\uff09<\/h4>\n<p>\u9488\u5bf9 Google \u5f3a\u529b\u6ce8\u5165\u7684 SynthID \u6216 StableSignature \u7b49\u9690\u5f62\u6c34\u5370\uff0c\u9700\u8981\u4f7f\u7528 SDXL \u6a21\u578b\u8fdb\u884c\u5e95\u5c42\u7279\u5f81\u7834\u574f\u3002<\/p>\n<ul>\n<li><strong>\u57fa\u7840\u64cd\u4f5c<\/strong>\uff1a<code>remove-ai-watermarks invisible \u8f93\u5165.png -o \u6e05\u7406\u540e.png<\/code><\/li>\n<li><strong>\u64cd\u4f5c\u8be6\u89e3<\/strong>\uff1a\u7cfb\u7edf\u5c06\u5229\u7528 VAE \u7f16\u7801\u56fe\u7247\u81f3\u6f5c\u7a7a\u95f4\uff0c\u52a0\u5165\u53d7\u63a7\u566a\u58f0\u540e\u518d\u8fdb\u884c\u964d\u566a\u89e3\u7801\uff0c\u4ece\u800c\u5f7b\u5e95\u6253\u788e\u9690\u85cf\u6c34\u5370\u3002\u9996\u6b21\u8fd0\u884c\u8be5\u547d\u4ee4\u4f1a\u81ea\u52a8\u4e0b\u8f7d\u7ea6 2GB \u7684\u6838\u5fc3\u6a21\u578b\u3002\u5de5\u5177\u4f1a\u81ea\u52a8\u8bc6\u522b\u60a8\u7684\u786c\u4ef6\u5e76\u4f18\u5148\u8c03\u7528 CUDA (Windows\/Linux) \u6216 MPS (Mac)\uff0c\u82e5\u90fd\u6ca1\u6709\u5219\u9000\u56de CPU (\u975e\u5e38\u7f13\u6162)\u3002<\/li>\n<li><strong>\u9ad8\u7ea7\u53c2\u6570\u8c03\u6574<\/strong>\uff1a\u6dfb\u52a0\u00a0<code>--humanize 4.0<\/code>\u00a0\u53ef\u4ee5\u5728\u91cd\u7ed8\u65f6\u6ce8\u5165\u5e95\u7247\u9897\u7c92\u4e0e\u8272\u5dee\uff0c\u6781\u5927\u964d\u4f4e\u88ab AI \u6982\u7387\u68c0\u6d4b\u5668\u6293\u53d6\u7684\u53ef\u80fd\uff1b\u5bf9\u4e8e\u6781\u9ad8\u5206\u8fa8\u7387\u7684\u56fe\u50cf\u5bfc\u81f4\u663e\u5b58\u6ea2\u51fa\uff0c\u53ef\u4ee5\u4f7f\u7528\u00a0<code>--max-resolution 2048<\/code>\u00a0\u9650\u5236\u957f\u8fb9\u5206\u8fa8\u7387\u3002<\/li>\n<\/ul>\n<h4>5. \u5143\u6570\u636e\u6807\u7b7e\u5265\u79bb\uff08Metadata\uff09<\/h4>\n<p>\u6700\u5e38\u7528\u7684\u9632\u548c\u8c10\u529f\u80fd\u3002\u5f88\u591a\u793e\u4ea4\u5e73\u53f0\u4e00\u68c0\u6d4b\u5230 C2PA \u6216\u7279\u5b9a EXIF \u5c31\u4f1a\u5f3a\u5236\u6253\u4e0a\u201cAI \u5236\u9020\u201d\u7684\u6807\u7b7e\u3002<\/p>\n<ul>\n<li><strong>\u68c0\u67e5\u6807\u7b7e<\/strong>\uff1a<code>remove-ai-watermarks metadata \u56fe\u7247.png --check<\/code><\/li>\n<li><strong>\u6e05\u9664\u6807\u7b7e<\/strong>\uff1a<code>remove-ai-watermarks metadata \u56fe\u7247.png --remove<\/code><\/li>\n<li><strong>\u64cd\u4f5c\u8be6\u89e3<\/strong>\uff1a\u6e05\u9664\u547d\u4ee4\u4f1a\u81ea\u52a8\u62c6\u89e3\u56fe\u7247\u5e95\u5c42\u6587\u4ef6\uff0c\u53ea\u6316\u53bb\u90a3\u4e9b\u66b4\u9732\u5176\u4e3a AI \u751f\u6210\u7684\u53c2\u6570\uff08\u5982 <a href=\"https:\/\/www.kdjingpai.com\/comfyui\/\">ComfyUI<\/a> \u7684\u8282\u70b9\u56fe\u3001Prompt \u8bcd\u3001Midjourney \u79cd\u5b50\u7b49\uff09\uff0c\u5e76\u5b8c\u597d\u65e0\u7f3a\u5730\u4fdd\u7559\u539f\u59cb\u56fe\u7247\u753b\u8d28\u548c\u57fa\u672c\u7684\u62cd\u6444\u5143\u6570\u636e\u3002<\/li>\n<\/ul>\n<h4>6. \u591a\u6587\u4ef6\u4e00\u952e\u6279\u91cf\u5904\u7406\uff08Batch\uff09<\/h4>\n<p>\u5f53\u60a8\u6709\u6210\u767e\u4e0a\u5343\u5f20\u56fe\u5e93\u9700\u8981\u5904\u7406\u65f6\uff0c\u6279\u91cf\u64cd\u4f5c\u662f\u6551\u661f\u3002<\/p>\n<ul>\n<li><strong>\u57fa\u7840\u64cd\u4f5c<\/strong>\uff1a<code>remove-ai-watermarks batch .\/\u60a8\u7684\u56fe\u7247\u6587\u4ef6\u5939\/ --mode all<\/code><\/li>\n<li><strong>\u64cd\u4f5c\u8be6\u89e3<\/strong>\uff1a<code>--mode<\/code>\u00a0\u53ef\u4ee5\u9009\u62e9\u60a8\u9700\u8981\u7684\u5904\u7406\u6a21\u5f0f\uff08\u5982\u00a0<code>visible<\/code>,\u00a0<code>metadata<\/code>,\u00a0<code>all<\/code>\u00a0\u7b49\uff09\u3002\u7cfb\u7edf\u4f1a\u81ea\u52a8\u904d\u5386\u8be5\u76ee\u5f55\u4e0b\u7684\u6240\u6709\u652f\u6301\u56fe\u50cf\u683c\u5f0f\uff0c\u5728\u539f\u5730\u6216\u6307\u5b9a\u8f93\u51fa\u76ee\u5f55\u751f\u6210\u7eaf\u51c0\u7684\u7d20\u6750\u5e93\u3002<\/li>\n<\/ul>\n<h3>\ud83d\udc0d \u7b2c\u4e09\u90e8\u5206\uff1a\u9762\u5411\u5f00\u53d1\u8005\u7684 Python API \u96c6\u6210<\/h3>\n<p>\u5982\u679c\u4f60\u6b63\u5728\u7f16\u5199\u81ea\u5df1\u7684\u540e\u53f0\u7cfb\u7edf\uff0c\u53ef\u4ee5\u76f4\u63a5\u5728 Python \u4e2d\u8c03\u7528\u5176\u6a21\u5757\uff1a<\/p>\n<pre><code>from remove_ai_watermarks.metadata import has_ai_metadata, remove_ai_metadata\r\nfrom pathlib import Path\r\n# \u793a\u4f8b\uff1a\u68c0\u6d4b\u5e76\u79fb\u9664\u5143\u6570\u636e\r\nimg_path = Path(\"image.png\")\r\nif has_ai_metadata(img_path):\r\nremove_ai_metadata(img_path, Path(\"clean_image.png\"))\r\nprint(\"\u5143\u6570\u636e\u6e05\u7406\u5b8c\u6210\uff01\")\r\n<\/code><\/pre>\n<p>\u901a\u8fc7\u8c03\u7528 API\uff0c\u60a8\u53ef\u4ee5\u8f7b\u677e\u6253\u9020\u5b8c\u5168\u81ea\u52a8\u5316\u7684 AI \u7ed8\u56fe\u540e\u5904\u7406\u6d41\u6c34\u7ebf\u3002\u7acb\u5373\u4e0a\u624b\u4f53\u9a8c\uff0c\u91cd\u65b0\u638c\u63a7\u60a8\u7684\u6570\u5b57\u56fe\u50cf\u8d44\u4ea7\uff01<\/p>\n<h2>\u5e94\u7528\u573a\u666f<\/h2>\n<ol>\n<li>\u793e\u4ea4\u5a92\u4f53\u7eaf\u51c0\u5206\u4eab\u4e0e\u5e73\u53f0\u9632\u8bef\u6807<br \/>\n\u5f53\u753b\u5e08\u3001\u8bbe\u8ba1\u5e08\u5728\u793e\u4ea4\u5a92\u4f53\u4e0a\u53d1\u5e03\u7ecf\u7531 AI \u4f5c\u4e3a\u8f85\u52a9\u5de5\u5177\u6df1\u5ea6\u4fee\u6539\u3001\u91cd\u7ed8\u540e\u7684\u827a\u672f\u4f5c\u54c1\u65f6\uff0c\u4f7f\u7528\u8be5\u5de5\u5177\u4e00\u952e\u64e6\u9664 C2PA \u548c EXIF \u4e2d\u7684\u201cMade with AI\u201d\u4fe1\u606f\u3002\u8fd9\u53ef\u4ee5\u6709\u6548\u9632\u6b62\u5e73\u53f0\uff08\u5982 Instagram, Facebook\uff09\u7b97\u6cd5\u91c7\u7528\u201c\u4e00\u5200\u5207\u201d\u7b56\u7565\u5728\u7528\u6237\u5185\u5bb9\u4e0a\u5f3a\u5236\u6253\u4e0a\u4e0d\u53ef\u79fb\u9664\u7684 AI \u63d0\u793a\u6807\u7b7e\uff0c\u786e\u4fdd\u4f5c\u54c1\u5c55\u793a\u73af\u5883\u7684\u7eaf\u7cb9\u6027\u3002<\/li>\n<li>\u81ea\u52a8\u5316\u6570\u5b57\u56fe\u50cf\u8d44\u4ea7\u4fee\u590d\u4e0e\u6e05\u7406<br \/>\n\u4f01\u4e1a\u6216\u4e2a\u4eba\u5efa\u7acb\u7d20\u6750\u5e93\u65f6\uff0c\u4ece\u4e0d\u540c AIGC \u5e73\u53f0\u5bfc\u51fa\u7684\u56fe\u50cf\u5f80\u5f80\u5e26\u6709\u70e6\u4eba\u7684\u8fb9\u89d2 Logo\uff08\u5982 Gemini \u95ea\u5149\u6807\u6216\u8c46\u5305\u7684\u6c34\u5370\u6587\u5b57\uff09\u3002\u901a\u8fc7\u5de5\u5177\u7684 Batch \u6279\u91cf\u5904\u7406\u529f\u80fd\u642d\u914d\u81ea\u52a8\u7279\u5f81\u5b9a\u4f4d\u548c\u64e6\u9664\u7b97\u6cd5\uff0c\u53ef\u77ac\u95f4\u51c0\u5316\u6210\u767e\u4e0a\u5343\u5f20\u56fe\u7247\uff0c\u7701\u53bb\u5927\u91cf\u4eba\u5de5\u5728 Photoshop \u4e2d\u6d82\u62b9\u7684\u65f6\u95f4\uff0c\u5927\u5e45\u63d0\u5347\u8bbe\u8ba1\u5de5\u4f5c\u6d41\u7684\u6548\u7387\u3002<\/li>\n<li>AI \u56fe\u50cf\u68c0\u6d4b\u6280\u672f\u4e0e\u9632\u5fa1\u5b89\u5168\u7814\u7a76<br \/>\nAI \u5b89\u5168\u5de5\u7a0b\u5e08\u53ca\u79d1\u7814\u4eba\u5458\u5728\u7814\u7a76\u5185\u5bb9\u6eaf\u6e90\u548c\u6c34\u5370\u653b\u51fb\u65b9\u6848\u65f6\uff0c\u53ef\u4ee5\u5229\u7528\u4e0d\u53ef\u89c1\u6c34\u5370\u6d88\u9664\uff08Invisible\uff09\u548c\u8ffd\u8e2a\u8bca\u65ad\uff08Identify\uff09\u529f\u80fd\u4f5c\u4e3a\u5bf9\u6297\u6837\u672c\u751f\u6210\u5668\u3002\u5229\u7528\u91cd\u7ed8\u7ba1\u7ebf\u7834\u574f SynthID \u6c34\u5370\uff0c\u6d4b\u8bd5\u73b0\u5b58\u9a8c\u8bc1\u5668\u5728\u53d7\u5230\u5404\u7c7b\u91cd\u7ed8\u548c\u566a\u58f0\u53e0\u52a0\uff08Analog Humanizer\uff09\u653b\u51fb\u540e\u7684\u9c81\u68d2\u6027\u4e0e\u53ec\u56de\u7387\u3002<\/li>\n<li>\u5546\u4e1a\u5de5\u4f5c\u6d41\u4e0e\u540e\u5904\u7406\u7ba1\u9053\u96c6\u6210<br \/>\n\u540e\u53f0\u5f00\u53d1\u4eba\u5458\u53ef\u76f4\u63a5\u8c03\u7528\u8be5\u9879\u76ee\u7684 Python API\uff0c\u4f5c\u4e3a Stable Diffusion WebUI\u3001ComfyUI 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\/>\n\u5de5\u5177\u9488\u5bf9\u7279\u5b9a\u76ee\u6807\u505a\u4e86\u4e13\u5c5e\u4f18\u5316\uff0c\u80fd\u505a\u5230\u201c\u514d\u6846\u9009\u81ea\u52a8\u8bc6\u522b\u53bb\u9664\u201d\u7684\u6c34\u5370\u5305\u62ec Google Gemini \u7684\u53ef\u89c1\u95ea\u5149\u6807\u5fd7\u548c\u8c46\u5305\u5e73\u53f0\u7684\u56fa\u5b9a\u6587\u672c\u6807\u7b7e\u3002\u5bf9\u4e8e\u8fd9\u4e9b\u76ee\u6807\uff0c\u5b83\u4f9d\u9760\u7cbe\u51c6\u7684\u7b97\u6cd5\u548c\u51e0\u4f55\u5b9a\u4f4d\u5b8c\u7f8e\u64e6\u9664\u3002\u9488\u5bf9\u5176\u4ed6\u6765\u6e90\u7684\u672a\u77e5\u53ef\u89c1\u6c34\u5370\uff0c\u5de5\u5177\u63d0\u4f9b\u4e86\u901a\u7528\u7684\u64e6\u9664\u547d\u4ee4\uff08Erase\uff09\uff0c\u4f60\u9700\u8981\u624b\u52a8\u63d0\u4f9b\u6c34\u5370\u7684\u5750\u6807\u548c\u957f\u5bbd\u53c2\u6570\uff0c\u5de5\u5177\u4f9d\u7136\u80fd\u901a\u8fc7\u5176\u5f3a\u5927\u7684 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