\u5728\u5f53\u4eca\u6570\u5b57\u5316\u65f6\u4ee3\uff0cXingai\u56fe\u7247\u4ee5\u5176\u72ec\u7279\u7684\u9b45\u529b\uff0c\u6210\u4e3a\u4e86\u827a\u672f\u4e0e\u79d1\u6280\u5b8c\u7f8e\u878d\u5408\u7684\u5178\u8303\u3002\u5b83\u4e0d\u4ec5\u662f\u4e00\u79cd\u89c6\u89c9\u827a\u672f\u7684\u5c55\u73b0\uff0c\u66f4\u662f\u73b0\u4ee3\u79d1\u6280\u53d1\u5c55\u6210\u679c\u7684\u76f4\u89c2\u4f53\u73b0\u3002\u672c\u6587\u5c06\u4eceXingai\u56fe\u7247\u7684\u5b9a\u4e49\u3001\u53d1\u5c55\u5386\u7a0b\u3001\u5e94\u7528\u573a\u666f\u4ee5\u53ca\u672a\u6765\u8d8b\u52bf\u7b49\u65b9\u9762\u8fdb\u884c\u6df1\u5165\u63a2\u8ba8\uff0c\u65e8\u5728\u4e3a\u8bfb\u8005\u63d0\u4f9b\u4e00\u4e2a\u5168\u9762\u800c\u72ec\u7279\u7684\u89c6\u89d2\uff0c\u63ed\u5f00Xingai\u56fe\u7247\u80cc\u540e\u7684\u795e\u79d8\u9762\u7eb1\u3002<\/p>\n
# \u4e00\u3001Xingai\u56fe\u7247\u7684\u5b9a\u4e49\u4e0e\u7279\u70b9<\/p>\n
Xingai\u56fe\u7247\uff0c\u987e\u540d\u601d\u4e49\uff0c\u662f\u901a\u8fc7\u4eba\u5de5\u667a\u80fd\u6280\u672f\u751f\u6210\u7684\u9ad8\u8d28\u91cf\u56fe\u50cf\u3002\u5b83\u4e0d\u4ec5\u80fd\u591f\u6a21\u62df\u771f\u5b9e\u4e16\u754c\u7684\u573a\u666f\uff0c\u8fd8\u80fd\u521b\u9020\u51fa\u8d85\u8d8a\u73b0\u5b9e\u7684\u5947\u5e7b\u4e16\u754c\u3002Xingai\u56fe\u7247\u7684\u7279\u70b9\u4e3b\u8981\u4f53\u73b0\u5728\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762\uff1a<\/p>\n
1. \u9ad8\u5206\u8fa8\u7387\u4e0e\u7ec6\u8282\uff1aXingai\u56fe\u7247\u901a\u5e38\u5177\u6709\u6781\u9ad8\u7684\u5206\u8fa8\u7387\uff0c\u80fd\u591f\u6e05\u6670\u5730\u5c55\u73b0\u6bcf\u4e00\u4e2a\u7ec6\u8282\uff0c\u65e0\u8bba\u662f\u5fae\u5c0f\u7684\u7eb9\u7406\u8fd8\u662f\u5b8f\u89c2\u7684\u7ed3\u6784\uff0c\u90fd\u80fd\u88ab\u5b8c\u7f8e\u6355\u6349\u3002<\/p>\n
2. \u591a\u6837\u6027\u4e0e\u521b\u610f\uff1aXingai\u56fe\u7247\u80fd\u591f\u751f\u6210\u5404\u79cd\u98ce\u683c\u548c\u4e3b\u9898\u7684\u56fe\u50cf\uff0c\u4ece\u62bd\u8c61\u827a\u672f\u5230\u5199\u5b9e\u98ce\u666f\uff0c\u4ece\u79d1\u5e7b\u573a\u666f\u5230\u672a\u6765\u57ce\u5e02\uff0c\u51e0\u4e4e\u65e0\u6240\u4e0d\u80fd\u3002<\/p>\n
3. \u5b9e\u65f6\u751f\u6210\u4e0e\u7f16\u8f91\uff1a\u501f\u52a9\u5148\u8fdb\u7684\u7b97\u6cd5\u548c\u5f3a\u5927\u7684\u8ba1\u7b97\u80fd\u529b\uff0cXingai\u56fe\u7247\u53ef\u4ee5\u5b9e\u65f6\u751f\u6210\uff0c\u5e76\u4e14\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u7b80\u5355\u7684\u64cd\u4f5c\u8fdb\u884c\u7f16\u8f91\u548c\u8c03\u6574\u3002<\/p>\n
4. \u6570\u636e\u9a71\u52a8\u4e0e\u5b66\u4e60\u80fd\u529b\uff1aXingai\u56fe\u7247\u751f\u6210\u7cfb\u7edf\u4f9d\u8d56\u4e8e\u5927\u91cf\u7684\u8bad\u7ec3\u6570\u636e\u548c\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\uff0c\u80fd\u591f\u4e0d\u65ad\u5b66\u4e60\u548c\u4f18\u5316\uff0c\u4ece\u800c\u751f\u6210\u66f4\u52a0\u903c\u771f\u548c\u591a\u6837\u5316\u7684\u56fe\u50cf\u3002<\/p>\n
# \u4e8c\u3001Xingai\u56fe\u7247\u7684\u53d1\u5c55\u5386\u7a0b<\/p>\n
Xingai\u56fe\u7247\u7684\u53d1\u5c55\u5386\u7a0b\u53ef\u4ee5\u8ffd\u6eaf\u523020\u4e16\u7eaa90\u5e74\u4ee3\uff0c\u5f53\u65f6\u8ba1\u7b97\u673a\u56fe\u5f62\u5b66\u548c\u4eba\u5de5\u667a\u80fd\u6280\u672f\u5f00\u59cb\u9010\u6e10\u878d\u5408\u3002\u7136\u800c\uff0c\u771f\u6b63\u610f\u4e49\u4e0a\u7684Xingai\u56fe\u7247\u662f\u572821\u4e16\u7eaa\u521d\u624d\u5f00\u59cb\u5d2d\u9732\u5934\u89d2\u30022014\u5e74\uff0cDeepDream\u9879\u76ee\u9996\u6b21\u5c55\u793a\u4e86\u901a\u8fc7\u6df1\u5ea6\u5b66\u4e60\u751f\u6210\u56fe\u50cf\u7684\u80fd\u529b\uff0c\u5f00\u542f\u4e86Xingai\u56fe\u7247\u7684\u65b0\u7bc7\u7ae0\u3002\u968f\u540e\uff0cGAN\uff08\u751f\u6210\u5bf9\u6297\u7f51\u7edc\uff09\u6280\u672f\u7684\u51fa\u73b0\u6781\u5927\u5730\u63a8\u52a8\u4e86Xingai\u56fe\u7247\u7684\u53d1\u5c55\uff0c\u4f7f\u5f97\u56fe\u50cf\u751f\u6210\u66f4\u52a0\u903c\u771f\u548c\u591a\u6837\u5316\u3002<\/p>\n
\u8fd1\u5e74\u6765\uff0c\u968f\u7740\u8ba1\u7b97\u80fd\u529b\u7684\u63d0\u5347\u548c\u7b97\u6cd5\u7684\u4e0d\u65ad\u4f18\u5316\uff0cXingai\u56fe\u7247\u7684\u5e94\u7528\u8303\u56f4\u4e5f\u5728\u4e0d\u65ad\u6269\u5927\u3002\u4ece\u827a\u672f\u521b\u4f5c\u5230\u5546\u4e1a\u8bbe\u8ba1\uff0c\u4ece\u79d1\u5b66\u7814\u7a76\u5230\u865a\u62df\u73b0\u5b9e\uff0cXingai\u56fe\u7247\u6b63\u9010\u6e10\u6e17\u900f\u5230\u5404\u4e2a\u9886\u57df\uff0c\u5c55\u73b0\u51fa\u5176\u5de8\u5927\u7684\u6f5c\u529b\u548c\u4ef7\u503c\u3002<\/p>\n
# \u4e09\u3001Xingai\u56fe\u7247\u7684\u5e94\u7528\u573a\u666f<\/p>\n
Xingai\u56fe\u7247\u56e0\u5176\u72ec\u7279\u7684\u7279\u70b9\u548c\u4f18\u52bf\uff0c\u5728\u591a\u4e2a\u9886\u57df\u5f97\u5230\u4e86\u5e7f\u6cdb\u7684\u5e94\u7528\u3002\u4ee5\u4e0b\u662f\u51e0\u4e2a\u5178\u578b\u7684\u5e94\u7528\u573a\u666f\uff1a<\/p>\n
1. \u827a\u672f\u521b\u4f5c\uff1a\u827a\u672f\u5bb6\u4eec\u5229\u7528Xingai\u56fe\u7247\u751f\u6210\u7cfb\u7edf\u521b\u4f5c\u51fa\u4ee4\u4eba\u60ca\u53f9\u7684\u4f5c\u54c1\u3002\u8fd9\u4e9b\u4f5c\u54c1\u4e0d\u4ec5\u5c55\u73b0\u4e86\u827a\u672f\u5bb6\u7684\u521b\u610f\u548c\u60f3\u8c61\u529b\uff0c\u8fd8\u5c55\u793a\u4e86\u4eba\u5de5\u667a\u80fd\u6280\u672f\u5728\u827a\u672f\u9886\u57df\u7684\u65e0\u9650\u53ef\u80fd\u6027\u3002<\/p>\n
2. \u5546\u4e1a\u8bbe\u8ba1\uff1a\u5728\u5e7f\u544a\u3001\u5305\u88c5\u8bbe\u8ba1\u3001\u4ea7\u54c1\u5ba3\u4f20\u7b49\u9886\u57df\uff0cXingai\u56fe\u7247\u80fd\u591f\u5feb\u901f\u751f\u6210\u9ad8\u8d28\u91cf\u7684\u56fe\u50cf\uff0c\u5e2e\u52a9\u8bbe\u8ba1\u5e08\u4eec\u5b9e\u73b0\u521b\u610f\u7684\u53ef\u89c6\u5316\u3002\u6b64\u5916\uff0cXingai\u56fe\u7247\u8fd8\u53ef\u4ee5\u7528\u4e8e\u865a\u62df\u8bd5\u8863\u3001\u865a\u62df\u5bb6\u5c45\u8bbe\u8ba1\u7b49\u573a\u666f\uff0c\u4e3a\u6d88\u8d39\u8005\u63d0\u4f9b\u66f4\u52a0\u76f4\u89c2\u548c\u4e2a\u6027\u5316\u7684\u4f53\u9a8c\u3002<\/p>\n
3. \u79d1\u5b66\u7814\u7a76\uff1a\u5728\u5929\u6587\u5b66\u3001\u751f\u7269\u5b66\u3001\u533b\u5b66\u7b49\u9886\u57df\uff0cXingai\u56fe\u7247\u80fd\u591f\u6a21\u62df\u590d\u6742\u7684\u81ea\u7136\u73b0\u8c61\u548c\u751f\u7269\u7ed3\u6784\uff0c\u5e2e\u52a9\u79d1\u5b66\u5bb6\u4eec\u66f4\u597d\u5730\u7406\u89e3\u548c\u7814\u7a76\u8fd9\u4e9b\u9886\u57df\u7684\u95ee\u9898\u3002\u4f8b\u5982\uff0c\u5728\u5929\u6587\u5b66\u4e2d\uff0cXingai\u56fe\u7247\u53ef\u4ee5\u6a21\u62df\u9065\u8fdc\u661f\u7cfb\u7684\u5f62\u6001\u548c\u7ed3\u6784\uff0c\u5e2e\u52a9\u5929\u6587\u5b66\u5bb6\u8fdb\u884c\u89c2\u6d4b\u548c\u5206\u6790\u3002<\/p>\n
4. \u865a\u62df\u73b0\u5b9e\u4e0e\u589e\u5f3a\u73b0\u5b9e\uff1a\u5728\u865a\u62df\u73b0\u5b9e\u548c\u589e\u5f3a\u73b0\u5b9e\u6280\u672f\u4e2d\uff0cXingai\u56fe\u7247\u80fd\u591f\u751f\u6210\u903c\u771f\u7684\u573a\u666f\u548c\u7269\u4f53\uff0c\u4e3a\u7528\u6237\u63d0\u4f9b\u66f4\u52a0\u6c89\u6d78\u5f0f\u7684\u4f53\u9a8c\u3002\u4f8b\u5982\uff0c\u5728\u6e38\u620f\u5f00\u53d1\u4e2d\uff0cXingai\u56fe\u7247\u53ef\u4ee5\u751f\u6210\u903c\u771f\u7684\u865a\u62df\u73af\u5883\u548c\u89d2\u8272\uff0c\u4e3a\u73a9\u5bb6\u63d0\u4f9b\u66f4\u52a0\u4e30\u5bcc\u548c\u771f\u5b9e\u7684\u4f53\u9a8c\u3002<\/p>\n
# \u56db\u3001Xingai\u56fe\u7247\u7684\u672a\u6765\u8d8b\u52bf<\/p>\n
\u968f\u7740\u6280\u672f\u7684\u4e0d\u65ad\u8fdb\u6b65\u548c\u5e94\u7528\u573a\u666f\u7684\u4e0d\u65ad\u62d3\u5c55\uff0cXingai\u56fe\u7247\u7684\u672a\u6765\u5145\u6ee1\u4e86\u65e0\u9650\u53ef\u80fd\u3002\u4ee5\u4e0b\u662f\u51e0\u4e2a\u503c\u5f97\u5173\u6ce8\u7684\u53d1\u5c55\u8d8b\u52bf\uff1a<\/p>\n
1. \u66f4\u52a0\u903c\u771f\u7684\u56fe\u50cf\u751f\u6210\uff1a\u968f\u7740\u8ba1\u7b97\u80fd\u529b\u7684\u63d0\u5347\u548c\u7b97\u6cd5\u7684\u4f18\u5316\uff0cXingai\u56fe\u7247\u5c06\u80fd\u591f\u751f\u6210\u66f4\u52a0\u903c\u771f\u7684\u56fe\u50cf\u3002\u8fd9\u4e0d\u4ec5\u5305\u62ec\u66f4\u9ad8\u7684\u5206\u8fa8\u7387\u548c\u66f4\u7cbe\u7ec6\u7684\u7ec6\u8282\uff0c\u8fd8\u5305\u62ec\u66f4\u771f\u5b9e\u7684\u5149\u5f71\u6548\u679c\u548c\u6750\u8d28\u8868\u73b0\u3002<\/p>\n
2. \u66f4\u52a0\u591a\u6837\u5316\u7684\u5e94\u7528\u573a\u666f\uff1a\u968f\u7740\u6280\u672f\u7684\u53d1\u5c55\uff0cXingai\u56fe\u7247\u5c06\u88ab\u5e94\u7528\u4e8e\u66f4\u591a\u7684\u9886\u57df\u3002\u4f8b\u5982\uff0c\u5728\u6559\u80b2\u9886\u57df\uff0cXingai\u56fe\u7247\u53ef\u4ee5\u7528\u4e8e\u751f\u6210\u865a\u62df\u5b9e\u9a8c\u5ba4\u548c\u6559\u5b66\u573a\u666f\uff0c\u5e2e\u52a9\u5b66\u751f\u66f4\u597d\u5730\u7406\u89e3\u548c\u638c\u63e1\u77e5\u8bc6\uff1b\u5728\u533b\u7597\u9886\u57df\uff0cXingai\u56fe\u7247\u53ef\u4ee5\u7528\u4e8e\u751f\u6210\u865a\u62df\u624b\u672f\u573a\u666f\u548c\u6cbb\u7597\u65b9\u6848\uff0c\u4e3a\u533b\u751f\u63d0\u4f9b\u66f4\u52a0\u76f4\u89c2\u548c\u51c6\u786e\u7684\u53c2\u8003\u3002<\/p>\n
3. \u66f4\u52a0\u667a\u80fd\u5316\u7684\u7f16\u8f91\u5de5\u5177\uff1a\u968f\u7740\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u53d1\u5c55\uff0cXingai\u56fe\u7247\u7f16\u8f91\u5de5\u5177\u5c06\u53d8\u5f97\u66f4\u52a0\u667a\u80fd\u5316\u3002\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u7b80\u5355\u7684\u64cd\u4f5c\u5b9e\u73b0\u590d\u6742\u7684\u7f16\u8f91\u4efb\u52a1\uff0c\u4f8b\u5982\u81ea\u52a8\u8c03\u6574\u56fe\u50cf\u7684\u98ce\u683c\u3001\u81ea\u52a8\u4fee\u590d\u56fe\u50cf\u4e2d\u7684\u7f3a\u9677\u7b49\u3002<\/p>\n
4. \u66f4\u52a0\u5f00\u653e\u7684\u6570\u636e\u5171\u4eab\u5e73\u53f0\uff1a\u4e3a\u4e86\u4fc3\u8fdbXingai\u56fe\u7247\u6280\u672f\u7684\u53d1\u5c55\u548c\u5e94\u7528\uff0c\u8d8a\u6765\u8d8a\u591a\u7684\u6570\u636e\u5171\u4eab\u5e73\u53f0\u5c06\u88ab\u5efa\u7acb\u8d77\u6765\u3002\u8fd9\u4e9b\u5e73\u53f0\u5c06\u63d0\u4f9b\u5927\u91cf\u7684\u8bad\u7ec3\u6570\u636e\u548c\u7b97\u6cd5\u6a21\u578b\uff0c\u5e2e\u52a9\u7814\u7a76\u4eba\u5458\u548c\u5f00\u53d1\u8005\u66f4\u597d\u5730\u5229\u7528Xingai\u56fe\u7247\u6280\u672f\u3002<\/p>\n
# \u4e94\u3001\u7ed3\u8bed<\/p>\n
Xingai\u56fe\u7247\u4f5c\u4e3a\u827a\u672f\u4e0e\u79d1\u6280\u7684\u4ea4\u54cd\u66f2\uff0c\u5728\u4e0d\u65ad\u53d1\u5c55\u7684\u8fc7\u7a0b\u4e2d\u5c55\u73b0\u51fa\u5176\u72ec\u7279\u7684\u9b45\u529b\u548c\u4ef7\u503c\u3002\u4ece\u9ad8\u5206\u8fa8\u7387\u4e0e\u7ec6\u8282\u3001\u591a\u6837\u6027\u4e0e\u521b\u610f\u3001\u5b9e\u65f6\u751f\u6210\u4e0e\u7f16\u8f91\u3001\u6570\u636e\u9a71\u52a8\u4e0e\u5b66\u4e60\u80fd\u529b\u7b49\u65b9\u9762\u6765\u770b\uff0cXingai\u56fe\u7247\u4e0d\u4ec5\u662f\u4e00\u79cd\u89c6\u89c9\u827a\u672f\u7684\u5c55\u73b0\uff0c\u66f4\u662f\u73b0\u4ee3\u79d1\u6280\u53d1\u5c55\u6210\u679c\u7684\u76f4\u89c2\u4f53\u73b0\u3002\u968f\u7740\u6280\u672f\u7684\u4e0d\u65ad\u8fdb\u6b65\u548c\u5e94\u7528\u573a\u666f\u7684\u4e0d\u65ad\u62d3\u5c55\uff0cXingai\u56fe\u7247\u5c06\u4e3a\u4eba\u7c7b\u5e26\u6765\u66f4\u591a\u7684\u60ca\u559c\u548c\u53ef\u80fd\u6027\u3002\u8ba9\u6211\u4eec\u5171\u540c\u671f\u5f85Xingai\u56fe\u7247\u5728\u672a\u6765\u7684\u53d1\u5c55\u4e2d\u7ee7\u7eed\u7efd\u653e\u5149\u5f69\uff01<\/p>\n","protected":false},"excerpt":{"rendered":"
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