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AI绘画爆火背后:扩散模型是如何无中生有的

当前时间： 1970-01-01 08:00:00 分类：办公文件 评论(0)
AI绘画爆火背后:扩散模型是如何无中生有的

AI绘画爆火背后：扩散模型是如何无中生有的

《AI绘画爆火背后：扩散模型是如何“无中生有”的？》如今，只需输入一段文字描述，AI就能在几秒钟内生成精美的画作。这神奇的“无中生有”背后，主要归功于一种名为“扩散模型”的技术。通俗来讲，它的训练过程就像是学习“如何从噪点中恢复出清晰图像”。
在训练阶段，模型会观看大量清晰图片，并逐步向这些图片添加随机噪点，直到它们变成完全的电视雪花屏。模型在这个过程中学会了“去噪”的规律。当我们输入提示词让AI作画时，模型会从一团纯粹的随机噪点开始，根据文字描述的指引，一步步反向去除噪点，最终“雕刻”出符合要求的清晰图像。这种从混沌到有序的生成方式，不仅颠覆了传统的内容创作模式，也为艺术表达提供了无限的想象空间。

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  140. /yingpanguazai/ssd/ssd1/www/wwww.yeyulingfeng.com/vendor/topthink/framework/src/think/contract/TemplateHandlerInterface.php ( 1.60 KB )
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  144. /yingpanguazai/ssd/ssd1/www/wwww.yeyulingfeng.com/runtime/temp/c935550e3e8a3a4c27dd94e439343fdf.php ( 31.50 KB )
  145. /yingpanguazai/ssd/ssd1/www/wwww.yeyulingfeng.com/vendor/topthink/think-trace/src/Html.php ( 4.42 KB )
  1. CONNECT:[ UseTime:0.000564s ] mysql:host=127.0.0.1;port=3306;dbname=wenku;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.000662s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.000260s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.000372s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.000558s ]
  6. SELECT * FROM `set` [ RunTime:0.000661s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.000612s ]
  8. SELECT * FROM `article` WHERE `id` = 733301 LIMIT 1 [ RunTime:0.000395s ]
  9. UPDATE `article` SET `lasttime` = 1781070268 WHERE `id` = 733301 [ RunTime:0.017532s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 64 LIMIT 1 [ RunTime:0.000341s ]
  11. SELECT * FROM `article` WHERE `id` < 733301 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.000550s ]
  12. SELECT * FROM `article` WHERE `id` > 733301 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.000539s ]
  13. SELECT * FROM `article` WHERE `id` < 733301 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.001219s ]
  14. SELECT * FROM `article` WHERE `id` < 733301 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.001058s ]
  15. SELECT * FROM `article` WHERE `id` < 733301 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.001017s ]
0.114948s