{"id":27869,"date":"2023-10-13T14:20:16","date_gmt":"2023-05-16T11:39:43","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e5%9c%a8minecraft%e4%b8%ad%ef%bc%8c%e4%bd%bf%e7%94%a8%e7%82%b9%e4%ba%91%e6%95%b0%e6%8d%ae%e8%bf%9b%e8%a1%8c%e5%bb%ba%e7%ad%91%e3%80%82\/"},"modified":"2025-08-12T05:04:31","modified_gmt":"2025-08-11T21:04:31","slug":"%e5%9c%a8minecraft%e4%b8%ad%ef%bc%8c%e4%bd%bf%e7%94%a8%e7%82%b9%e4%ba%91%e6%95%b0%e6%8d%ae%e8%bf%9b%e8%a1%8c%e5%bb%ba%e7%ad%91%e3%80%82","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e5%9c%a8minecraft%e4%b8%ad%ef%bc%8c%e4%bd%bf%e7%94%a8%e7%82%b9%e4%ba%91%e6%95%b0%e6%8d%ae%e8%bf%9b%e8%a1%8c%e5%bb%ba%e7%ad%91%e3%80%82\/","title":{"rendered":"\u5728Minecraft\u4e2d\uff0c\u4f7f\u7528\u70b9\u4e91\u6570\u636e\u8fdb\u884c\u5efa\u7b51"},"content":{"rendered":"
\"\u5cb8\u548c\u7530\u57ce\u30de\u30a4\u30f3\u30af\u30e9\u30d5\u30c8.jpg\"<\/p>\n

\u9996\u5148\u4ee5\u524d\u306e\u8a18\u4e8b\u3067\u70b9\u7fa4\u3092Babylon.js\u3067\u8868\u793a\u3059\u308b
\n\u305b\u3063\u304b\u304f\u3060\u304b\u3089\u304f\u308b\u304f\u308b\u3059\u308b\u3060\u3051\u3058\u3083\u306a\u304f\u3066\u3001\u30ad\u30e3\u30e9\u30af\u30bf\u30fc\u3092\u6b69\u304b\u305b\u305f\u3044\u306a\u30fc
\n…\u3080\u305a\u304f\u306d\uff1f\u3068\u3044\u3046\u304b\u70b9\u6570\u304c\u591a\u304f\u306a\u308b\u3068\u91cd\u3044\u3088\u30fc\u52d5\u304b\u306a\u3044\u3088\u30fc<\/p>\n

\u70b9\u7fa4\u3092\u30de\u30a4\u30af\u30e9\u5316\u3057\u3066\u308b\u4eba\u3044\u308b\uff01\uff01\uff01\u307e\u306d\u3063\u3053\u3057\u3088\u3046<\/p>\n

\u6240\u4ee5\uff0c\u6211\u6253\u7b97\u5c06\u70b9\u4e91\u6570\u636e\u8f6c\u6362\u4e3aMinecraft\u3002
\n\u5c31\u7b97\u662f\u4e8c\u624b\u7684\u4e5f\u65e0\u6240\u8c13\u3002<\/p>\n

\u51c6\u5907\u70b9\u4e91\u6570\u636e\u6211\u4f7f\u7528\u4e86\u4e0e\u4e0a\u4e00\u7bc7\u6587\u7ae0\u76f8\u540c\u7684\u201c\u5cb8\u548c\u7530\u57ce3D\u70b9\u4e91\u6570\u636e\u201d\u7684\u201c1.zip\u201d\u6765\u5904\u7406\u70b9\u4e91\u6570\u636e\uff0c\u5305\u62ec\u62bd\u6837\u5904\u7406\u7b49\u65b9\u6cd5\u4e5f\u4e0e\u4e0a\u4e00\u6b21\u76f8\u540c\u3002\u56e0\u6b64\uff0c\u5173\u4e8e\u5177\u4f53\u64cd\u4f5c\u65b9\u6cd5\u8bf7\u53c2\u8003\u90a3\u7bc7\u6587\u7ae0\u3002\u7531\u4e8eMinecraft\u53ef\u4ee5\u5904\u7406\u5927\u91cf\u6570\u636e\u5e76\u663e\u793a\uff0c\u6211\u8ba4\u4e3a\u4e0d\u4f1a\u5bfc\u81f4\u8d1f\u62c5\u8fc7\u91cd\u3002<\/p>\n

\u51c6\u5907Minecraft\u6211\u53c2\u8003\u4e86\u8fd9\u91cc\u7684\u65b9\u6cd5\u6765\u4f7f\u7528Python\u64cd\u4f5cMinecraft\u3002\u975e\u5e38\u6613\u61c2\uff0c\u5f3a\u70c8\u63a8\u8350\u3002<\/p>\n

\u4f7f\u7528Python\u8fdb\u884c\u5efa\u7b51\u6e96\u5099\u5c31\u7dd2\u5f8c\uff0c\u6211\u5011\u5c07\u958b\u59cb\u5be6\u969b\u9032\u884c\u5efa\u7bc9\u3002
\n\u5728\u4f7f\u7528Babylon.js\u6642\uff0c\u6211\u5011\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u9ede\u96f2\u7684\u984f\u8272\uff0c\u4f46\u5728Minecraft\u4e2d\uff0c\u6211\u5011\u9700\u8981\u4f7f\u7528\u904a\u6232\u5167\u63d0\u4f9b\u7684\u65b9\u584a\uff0c\u56e0\u6b64\u9700\u8981\u5c07\u9ede\u96f2\u7684\u984f\u8272\u8f49\u63db\u70ba\u65b9\u584a\u984f\u8272\u3002<\/p>\n

…\u30d6\u30ed\u30c3\u30af\u306e\u8272\u5b9a\u7fa9\u3069\u3046\u3059\u3093\u306e\u3053\u308c\uff1f\u624b\u4f5c\u696d\u3067\u3084\u308b\u3057\u304b\u306a\u3044\uff1f\u3081\u3093\u3069\u304f\u3055\u3044\u3001\u3068\u601d\u3063\u3066\u3044\u305f\u3089\u3001Blender\u306e3D\u30c7\u30fc\u30bf\u3092Minecraft\u306b\u9001\u308a\u3053\u3080\u3068\u3044\u3046\u8a18\u4e8b\u3092\u898b\u3064\u3051\u3001GitHub\u4e0a\u3067\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3092\u516c\u958b\u3057\u3066\u304f\u3060\u3055\u3063\u3066\u3044\u308b\u65b9\u304c\uff01\uff01
\n\u5c11\u3057\u52a0\u5de5\u3057\u3066\u3042\u308a\u304c\u305f\u304f\u4f7f\u308f\u305b\u3066\u3044\u305f\u3060\u304f\u3053\u3068\u306b\u3057\u307e\u3057\u305f\u3002\u3042\u308a\u304c\u3068\u3046\u3054\u3056\u3044\u307e\u3059\u3002<\/p>\n

# \u4f7f\u7528\u3059\u308b\u30d6\u30ed\u30c3\u30af\u306e\u5b9a\u7fa9\r\n<\/span>BLOCK_LIST<\/span> =<\/span> (<\/span>\r\n    (<\/span>\"<\/span>White Wool<\/span>\"<\/span>,<\/span> (<\/span>0.95<\/span>,<\/span> 0.95<\/span>,<\/span> 0.95<\/span>),<\/span> (<\/span>35<\/span>,<\/span> 0<\/span>)),<\/span>\r\n    (<\/span>\"<\/span>Orange Wool<\/span>\"<\/span>,<\/span> (<\/span>0.92<\/span>,<\/span> 0.53<\/span>,<\/span> 0.25<\/span>),<\/span> (<\/span>35<\/span>,<\/span> 1<\/span>)),<\/span>\r\n    (<\/span>\"<\/span>Magenta Wool<\/span>\"<\/span>,<\/span> (<\/span>0.73<\/span>,<\/span> 0.31<\/span>,<\/span> 0.77<\/span>),<\/span> (<\/span>35<\/span>,<\/span> 2<\/span>)),<\/span>\r\n    (<\/span>\"<\/span>Light Blue Wool<\/span>\"<\/span>,<\/span> (<\/span>0.43<\/span>,<\/span> 0.55<\/span>,<\/span> 0.81<\/span>),<\/span> (<\/span>35<\/span>,<\/span> 3<\/span>)),<\/span>\r\n    (<\/span>\"<\/span>Yellow Wool<\/span>\"<\/span>,<\/span> (<\/span>0.77<\/span>,<\/span> 0.71<\/span>,<\/span> 0.11<\/span>),<\/span> (<\/span>35<\/span>,<\/span> 4<\/span>)),<\/span>\r\n    (<\/span>\"<\/span>Lime Wool<\/span>\"<\/span>,<\/span> (<\/span>0.23<\/span>,<\/span> 0.75<\/span>,<\/span> 0.18<\/span>),<\/span> (<\/span>35<\/span>,<\/span> 5<\/span>)),<\/span>\r\n    (<\/span>\"<\/span>Pink Wool<\/span>\"<\/span>,<\/span> (<\/span>0.84<\/span>,<\/span> 0.54<\/span>,<\/span> 0.62<\/span>),<\/span> (<\/span>35<\/span>,<\/span> 6<\/span>)),<\/span>\r\n    (<\/span>\"<\/span>Grey Wool<\/span>\"<\/span>,<\/span> (<\/span>0.26<\/span>,<\/span> 0.26<\/span>,<\/span> 0.26<\/span>),<\/span> (<\/span>35<\/span>,<\/span> 7<\/span>)),<\/span>\r\n    (<\/span>\"<\/span>Light Grey Wool<\/span>\"<\/span>,<\/span> (<\/span>0.62<\/span>,<\/span> 0.65<\/span>,<\/span> 0.65<\/span>),<\/span> (<\/span>35<\/span>,<\/span> 8<\/span>)),<\/span>\r\n    (<\/span>\"<\/span>Cyan Wool<\/span>\"<\/span>,<\/span> (<\/span>0.15<\/span>,<\/span> 0.46<\/span>,<\/span> 0.59<\/span>),<\/span> (<\/span>35<\/span>,<\/span> 9<\/span>)),<\/span>\r\n    (<\/span>\"<\/span>Purple Wool<\/span>\"<\/span>,<\/span> (<\/span>0.53<\/span>,<\/span> 0.23<\/span>,<\/span> 0.80<\/span>),<\/span> (<\/span>35<\/span>,<\/span> 10<\/span>)),<\/span>\r\n    (<\/span>\"<\/span>Blue Wool<\/span>\"<\/span>,<\/span> (<\/span>0.15<\/span>,<\/span> 0.20<\/span>,<\/span> 0.60<\/span>),<\/span> (<\/span>35<\/span>,<\/span> 11<\/span>)),<\/span>\r\n    (<\/span>\"<\/span>Brown Wool<\/span>\"<\/span>,<\/span> (<\/span>0.22<\/span>,<\/span> 0.30<\/span>,<\/span> 0.09<\/span>),<\/span> (<\/span>35<\/span>,<\/span> 12<\/span>)),<\/span>\r\n    (<\/span>\"<\/span>Green Wool<\/span>\"<\/span>,<\/span> (<\/span>0.22<\/span>,<\/span> 0.30<\/span>,<\/span> 0.09<\/span>),<\/span> (<\/span>35<\/span>,<\/span> 13<\/span>)),<\/span>\r\n    (<\/span>\"<\/span>Red Wool<\/span>\"<\/span>,<\/span> (<\/span>0.65<\/span>,<\/span> 0.17<\/span>,<\/span> 0.16<\/span>),<\/span> (<\/span>35<\/span>,<\/span> 14<\/span>)),<\/span>\r\n    (<\/span>\"<\/span>Black Wool<\/span>\"<\/span>,<\/span> (<\/span>0<\/span>,<\/span> 0<\/span>,<\/span> 0<\/span>),<\/span> (<\/span>35<\/span>,<\/span> 15<\/span>)),<\/span>\r\n    (<\/span>\"<\/span>White Stained Clay<\/span>\"<\/span>,<\/span> (<\/span>0.77<\/span>,<\/span> 0.65<\/span>,<\/span> 0.60<\/span>),<\/span> (<\/span>159<\/span>,<\/span> 0<\/span>)),<\/span>\r\n    (<\/span>\"<\/span>Orange Stained Clay<\/span>\"<\/span>,<\/span> (<\/span>0.60<\/span>,<\/span> 0.31<\/span>,<\/span> 0.14<\/span>),<\/span> (<\/span>159<\/span>,<\/span> 1<\/span>)),<\/span>\r\n    (<\/span>\"<\/span>Magenta Stained Clay<\/span>\"<\/span>,<\/span> (<\/span>0.56<\/span>,<\/span> 0.33<\/span>,<\/span> 0.40<\/span>),<\/span> (<\/span>159<\/span>,<\/span> 2<\/span>)),<\/span>\r\n    (<\/span>\"<\/span>Light Blue Stained Clay<\/span>\"<\/span>,<\/span> (<\/span>0.44<\/span>,<\/span> 0.42<\/span>,<\/span> 0.54<\/span>),<\/span> (<\/span>159<\/span>,<\/span> 3<\/span>)),<\/span>\r\n    (<\/span>\"<\/span>Yellow Stained Clay<\/span>\"<\/span>,<\/span> (<\/span>0.69<\/span>,<\/span> 0.49<\/span>,<\/span> 0.13<\/span>),<\/span> (<\/span>159<\/span>,<\/span> 4<\/span>)),<\/span>\r\n    (<\/span>\"<\/span>Lime Stained Clay<\/span>\"<\/span>,<\/span> (<\/span>0.38<\/span>,<\/span> 0.44<\/span>,<\/span> 0.20<\/span>),<\/span> (<\/span>159<\/span>,<\/span> 5<\/span>)),<\/span>\r\n    (<\/span>\"<\/span>Pink Stained Clay<\/span>\"<\/span>,<\/span> (<\/span>0.63<\/span>,<\/span> 0.30<\/span>,<\/span> 0.31<\/span>),<\/span> (<\/span>159<\/span>,<\/span> 6<\/span>)),<\/span>\r\n    (<\/span>\"<\/span>Gray Stained Clay<\/span>\"<\/span>,<\/span> (<\/span>0.22<\/span>,<\/span> 0.16<\/span>,<\/span> 0.14<\/span>),<\/span> (<\/span>159<\/span>,<\/span> 7<\/span>)),<\/span>\r\n    (<\/span>\"<\/span>Light Gray Stained Clay<\/span>\"<\/span>,<\/span> (<\/span>0.53<\/span>,<\/span> 0.42<\/span>,<\/span> 0.38<\/span>),<\/span> (<\/span>159<\/span>,<\/span> 8<\/span>)),<\/span>\r\n    (<\/span>\"<\/span>Cyan Stained Clay<\/span>\"<\/span>,<\/span> (<\/span>0.34<\/span>,<\/span> 0.35<\/span>,<\/span> 0.36<\/span>),<\/span> (<\/span>159<\/span>,<\/span> 9<\/span>)),<\/span>\r\n    (<\/span>\"<\/span>Purple Stained Clay<\/span>\"<\/span>,<\/span> (<\/span>0.44<\/span>,<\/span> 0.25<\/span>,<\/span> 0.31<\/span>),<\/span> (<\/span>159<\/span>,<\/span> 10<\/span>)),<\/span>\r\n    (<\/span>\"<\/span>Blue Stained Clay<\/span>\"<\/span>,<\/span> (<\/span>0.27<\/span>,<\/span> 0.22<\/span>,<\/span> 0.33<\/span>),<\/span> (<\/span>159<\/span>,<\/span> 11<\/span>)),<\/span>\r\n    (<\/span>\"<\/span>Brown Stained Clay<\/span>\"<\/span>,<\/span> (<\/span>0.28<\/span>,<\/span> 0.19<\/span>,<\/span> 0.13<\/span>),<\/span> (<\/span>159<\/span>,<\/span> 12<\/span>)),<\/span>\r\n    (<\/span>\"<\/span>Green Stained Clay<\/span>\"<\/span>,<\/span> (<\/span>0.29<\/span>,<\/span> 0.32<\/span>,<\/span> 0.16<\/span>),<\/span> (<\/span>159<\/span>,<\/span> 13<\/span>)),<\/span>\r\n    (<\/span>\"<\/span>Red Stained Clay<\/span>\"<\/span>,<\/span> (<\/span>0.56<\/span>,<\/span> 0.24<\/span>,<\/span> 0.18<\/span>),<\/span> (<\/span>159<\/span>,<\/span> 14<\/span>)),<\/span>\r\n    (<\/span>\"<\/span>Black Stained Clay<\/span>\"<\/span>,<\/span> (<\/span>0.13<\/span>,<\/span> 0.08<\/span>,<\/span> 0.06<\/span>),<\/span> (<\/span>159<\/span>,<\/span> 15<\/span>)),<\/span>\r\n    (<\/span>\"<\/span>Stone<\/span>\"<\/span>,<\/span> (<\/span>0.47<\/span>,<\/span> 0.47<\/span>,<\/span> 0.47<\/span>),<\/span> (<\/span>1<\/span>,<\/span> 0<\/span>)),<\/span>\r\n    (<\/span>\"<\/span>Polished Granite<\/span>\"<\/span>,<\/span> (<\/span>0.63<\/span>,<\/span> 0.44<\/span>,<\/span> 0.38<\/span>),<\/span> (<\/span>1<\/span>,<\/span> 2<\/span>)),<\/span>\r\n    (<\/span>\"<\/span>Oak Wood Plank<\/span>\"<\/span>,<\/span> (<\/span>0.66<\/span>,<\/span> 0.53<\/span>,<\/span> 0.34<\/span>),<\/span> (<\/span>5<\/span>,<\/span> 0<\/span>)),<\/span>\r\n    (<\/span>\"<\/span>Spruce Wood Plank<\/span>\"<\/span>,<\/span> (<\/span>0.46<\/span>,<\/span> 0.34<\/span>,<\/span> 0.20<\/span>),<\/span> (<\/span>5<\/span>,<\/span> 1<\/span>)),<\/span>\r\n    (<\/span>\"<\/span>Birch Wood Plank<\/span>\"<\/span>,<\/span> (<\/span>0.79<\/span>,<\/span> 0.73<\/span>,<\/span> 0.49<\/span>),<\/span> (<\/span>5<\/span>,<\/span> 2<\/span>)),<\/span>\r\n    (<\/span>\"<\/span>Jungle Wood Plank<\/span>\"<\/span>,<\/span> (<\/span>0.64<\/span>,<\/span> 0.46<\/span>,<\/span> 0.31<\/span>),<\/span> (<\/span>5<\/span>,<\/span> 3<\/span>)),<\/span>\r\n    (<\/span>\"<\/span>Acacia Wood Plank<\/span>\"<\/span>,<\/span> (<\/span>0.59<\/span>,<\/span> 0.32<\/span>,<\/span> 0.17<\/span>),<\/span> (<\/span>5<\/span>,<\/span> 4<\/span>)),<\/span>\r\n    (<\/span>\"<\/span>Sponge<\/span>\"<\/span>,<\/span> (<\/span>0.78<\/span>,<\/span> 0.78<\/span>,<\/span> 0.31<\/span>),<\/span> (<\/span>19<\/span>,<\/span> 0<\/span>)),<\/span>\r\n    (<\/span>\"<\/span>Sandstone<\/span>\"<\/span>,<\/span> (<\/span>0.88<\/span>,<\/span> 0.85<\/span>,<\/span> 0.64<\/span>),<\/span> (<\/span>24<\/span>,<\/span> 0<\/span>)),<\/span>\r\n    (<\/span>\"<\/span>Gold Block<\/span>\"<\/span>,<\/span> (<\/span>0.99<\/span>,<\/span> 0.99<\/span>,<\/span> 0.36<\/span>),<\/span> (<\/span>41<\/span>,<\/span> 0<\/span>)),<\/span>\r\n    (<\/span>\"<\/span>Iron Block<\/span>\"<\/span>,<\/span> (<\/span>0.93<\/span>,<\/span> 0.93<\/span>,<\/span> 0.93<\/span>),<\/span> (<\/span>42<\/span>,<\/span> 0<\/span>)),<\/span>\r\n)<\/span>\r\n<\/code><\/pre>\n
\u4e00\u65e6\u5b9a\u4e49\u4e86\u65b9\u5757\u7684\u989c\u8272\uff0c\u53ea\u9700\u5c06\u70b9\u8f6c\u6362\u4e3a\u76f8\u8fd1\u989c\u8272\u7684\u65b9\u5757\u5e76\u5728Minecraft\u4e2d\u8fdb\u884c\u5e03\u7f6e\u3002<\/p>\n
from<\/span> mcpi<\/span> import<\/span> minecraft<\/span>,<\/span> block<\/span>\r\nimport<\/span> pandas<\/span> as<\/span> pd<\/span>\r\nimport<\/span> numpy<\/span> as<\/span> np<\/span>\r\nfrom<\/span> tqdm.auto<\/span> import<\/span> tqdm<\/span>\r\nimport<\/span> skimage<\/span>\r\n\r\n# \u30d6\u30ed\u30c3\u30af\u30ea\u30b9\u30c8\u304b\u3089\u8272\u3068\u30d6\u30ed\u30c3\u30afID\u3092\u53d6\u308a\u51fa\u3059\r\n<\/span>block_rgb<\/span> =<\/span> np<\/span>.<\/span>array<\/span>([<\/span>b<\/span>[<\/span>1<\/span>]<\/span> for<\/span> b<\/span> in<\/span> BLOCK_LIST<\/span>])<\/span>\r\nblock_type<\/span> =<\/span> np<\/span>.<\/span>array<\/span>([<\/span>b<\/span>[<\/span>2<\/span>]<\/span> for<\/span> b<\/span> in<\/span> BLOCK_LIST<\/span>])<\/span>\r\n\r\n# \u70b9\u7fa4\u30d5\u30a1\u30a4\u30eb\u8aad\u307f\u8fbc\u307f\r\n<\/span>csv<\/span> =<\/span> '<\/span>pointcloud.csv<\/span>'<\/span>\r\ndf<\/span> =<\/span> pd<\/span>.<\/span>read_csv<\/span>(<\/span>csv<\/span>,<\/span> usecols<\/span>=<\/span>range<\/span>(<\/span>6<\/span>),<\/span> names<\/span>=<\/span>list<\/span>(<\/span>'<\/span>xyzrgb<\/span>'<\/span>),<\/span> skiprows<\/span>=<\/span>1<\/span>)<\/span>\r\n\r\n# \u70b9\u3092\u7b49\u9593\u9694\u306b\r\n<\/span>eps<\/span> =<\/span> 1e-6<\/span>\r\nsize<\/span> =<\/span> 0.5<\/span>\r\ndf<\/span>[[<\/span>'<\/span>x<\/span>'<\/span>,<\/span> '<\/span>y<\/span>'<\/span>,<\/span> '<\/span>z<\/span>'<\/span>]]<\/span> =<\/span> (<\/span>df<\/span>[[<\/span>'<\/span>x<\/span>'<\/span>,<\/span> '<\/span>y<\/span>'<\/span>,<\/span> '<\/span>z<\/span>'<\/span>]]<\/span> \/<\/span> size<\/span> +<\/span> eps<\/span>).<\/span>round<\/span>(<\/span>0<\/span>)<\/span> *<\/span> size<\/span>\r\ndf_group<\/span> =<\/span> df<\/span>.<\/span>groupby<\/span>([<\/span>'<\/span>x<\/span>'<\/span>,<\/span> '<\/span>y<\/span>'<\/span>,<\/span> '<\/span>z<\/span>'<\/span>]).<\/span>median<\/span>().<\/span>reset_index<\/span>()<\/span>\r\ndf_group<\/span>[[<\/span>'<\/span>x<\/span>'<\/span>,<\/span> '<\/span>y<\/span>'<\/span>,<\/span> '<\/span>z<\/span>'<\/span>]]<\/span> -=<\/span> df_group<\/span>[[<\/span>'<\/span>x<\/span>'<\/span>,<\/span> '<\/span>y<\/span>'<\/span>,<\/span> '<\/span>z<\/span>'<\/span>]].<\/span>min<\/span>()<\/span>\r\n\r\n# \u70b9\u306e\u8272\u3068\u30d6\u30ed\u30c3\u30af\u306e\u8272\u3092\u6bd4\u8f03\u3057\u3066\u3001\r\n<\/span>point_lab<\/span> =<\/span> skimage<\/span>.<\/span>color<\/span>.<\/span>rgb2lab<\/span>(<\/span>df_group<\/span>[[<\/span>'<\/span>r<\/span>'<\/span>,<\/span> '<\/span>g<\/span>'<\/span>,<\/span> '<\/span>b<\/span>'<\/span>]].<\/span>values<\/span> \/<\/span> 255<\/span>)<\/span>\r\nblock_lab<\/span> =<\/span> skimage<\/span>.<\/span>color<\/span>.<\/span>rgb2lab<\/span>(<\/span>block_rgb<\/span>)<\/span>\r\ndiff<\/span> =<\/span> skimage<\/span>.<\/span>color<\/span>.<\/span>deltaE_ciede2000<\/span>(<\/span>point_lab<\/span>.<\/span>reshape<\/span>(<\/span>-<\/span>1<\/span>,<\/span> 1<\/span>,<\/span> 3<\/span>),<\/span> block_lab<\/span>.<\/span>reshape<\/span>(<\/span>1<\/span>,<\/span> -<\/span>1<\/span>,<\/span>  3<\/span>))<\/span>\r\n# \u4e00\u756a\u8fd1\u3044\u8272\u306e\u30d6\u30ed\u30c3\u30af\u3092\u4f7f\u7528\u3059\u308b\r\n<\/span>indices<\/span> =<\/span> diff<\/span>.<\/span>argmin<\/span>(<\/span>axis<\/span>=-<\/span>1<\/span>)<\/span>\r\nblock_types<\/span> =<\/span> block_type<\/span>[<\/span>indices<\/span>]<\/span>\r\n\r\n# \u30de\u30a4\u30f3\u30af\u30e9\u30d5\u30c8\u4e0a\u306b\u30d6\u30ed\u30c3\u30af\u3092\u914d\u7f6e\u3059\u308b\r\n<\/span>mc<\/span> =<\/span> minecraft<\/span>.<\/span>Minecraft<\/span>.<\/span>create<\/span>()<\/span>\r\nfor<\/span> i<\/span>,<\/span> row<\/span> in<\/span> tqdm<\/span>(<\/span>df_group<\/span>.<\/span>iterrows<\/span>(),<\/span> total<\/span>=<\/span>len<\/span>(<\/span>df_group<\/span>)):<\/span>\r\n    x<\/span>,<\/span> y<\/span>,<\/span> z<\/span> =<\/span> row<\/span>[[<\/span>'<\/span>x<\/span>'<\/span>,<\/span> '<\/span>y<\/span>'<\/span>,<\/span> '<\/span>z<\/span>'<\/span>]]<\/span> \/<\/span> size<\/span>\r\n    mc<\/span>.<\/span>setBlock<\/span>(<\/span>x<\/span>,<\/span> z<\/span>,<\/span> y<\/span>,<\/span> block<\/span>.<\/span>Block<\/span>(<\/span>*<\/span>block_types<\/span>[<\/span>i<\/span>]))<\/span>\r\n<\/code><\/pre>\n
\u5b8c\u6210
\n\u8868\u8fbe\u7684\u65b9\u5f0f\u5927\u81f4\u5982\u4e0b\u3002\u7528\u8fd9\u4e2a\u65b9\u6cd5\u53ef\u4ee5\u6316\u6398\u51fa\u57ce\u5821\uff01<\/p>\n
 <\/p>\n
\u603b\u7ed3\u6211\u5c06\u70b9\u7fa4\u8f6c\u5316\u4e3aMinecraft\u65b9\u5757\u8fdb\u884c\u5efa\u7b51\u3002
\n\u53ea\u8981\u505a\u597d\u51c6\u5907\u5de5\u4f5c\uff0c\u5c06\u6570\u636e\u4f20\u8f93\u5230\u6211\u7684\u4e16\u754c\u5c31\u5f88\u5bb9\u6613\u3002
\n\u8fd9\u6b21\uff0c\u4e00\u4e9b\u6c34\u84dd\u8272\u7684\u65b9\u5757\u88ab\u795e\u79d8\u5730\u653e\u7f6e\u4e86\uff0c\u4f46\u6211\u89c9\u5f97\u5982\u679c\u589e\u52a0\u65b9\u5757\u989c\u8272\u5b9a\u4e49\uff0c\u5c31\u53ef\u4ee5\u66f4\u63a5\u8fd1\u5b9e\u9645\u7684\u989c\u8272\u4e86\uff08\u4f46\u592a\u9ebb\u70e6\u6240\u4ee5\u6ca1\u6709\u505a\uff09\u3002<\/p>\n
\u63d0\u4f9b\u53c2\u8003<\/p>\n
    \n
  • \n
      \u5cb8\u548c\u7530\u57ce 3\u6b21\u5143\u70b9\u7fa4\u30c7\u30fc\u30bf<\/ul>\n<\/li>\n<\/ul>\n
       <\/p>\n
        \n
      • \n
          \u70b9\u7fa4\u30de\u30a4\u30af\u30e9\u5316:youtube<\/ul>\n<\/li>\n<\/ul>\n
          Blender\u306e3D\u30c7\u30fc\u30bf\u3092Minecraft\u306b\u9001\u308a\u3053\u3080<\/p>\n
          \u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\uff1ab2mine<\/p>\n
          \u3010Python\u3067\u30de\u30a4\u30af\u30e9\u64cd\u4f5c\uff01\u3011\u81ea\u52d5\u3067\u8ff7\u8def\u3092\u4f5c\u6210\u3057\u3066\u30de\u30a4\u30f3\u30af\u30e9\u30d5\u30c8\u4e0a\u3067\u904a\u3093\u3067\u307f\u3088\u3046 \u301c Minecraft\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u5165\u9580 \u301c<\/p>\n","protected":false},"excerpt":{"rendered":"
          \u9996\u5148\u4ee5\u524d\u306e\u8a18\u4e8b\u3067\u70b9\u7fa4\u3092Babylon.js\u3067\u8868\u793a\u3059\u308b \u305b\u3063\u304b\u304f\u3060\u304b\u3089\u304f\u308b\u304f\u308b\u3059\u308b\u3060\u3051\u3058\u3083\u306a\u304f\u3066\u3001\u30ad\u30e3\u30e9\u30af\u30bf\u30fc\u3092 […]<\/p>\n","protected":false},"author":5,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[227],"class_list":["post-27869","post","type-post","status-publish","format-standard","hentry","category-uncategorized","tag-227"],"yoast_head":"\n\u5728Minecraft\u4e2d\uff0c\u4f7f\u7528\u70b9\u4e91\u6570\u636e\u8fdb\u884c\u5efa\u7b51 - Blog - Silicon Cloud<\/title>\n<meta name=\"description\" content=\"\u5173\u4e8e\u5728Minecraft\u4e2d\uff0c\u4f7f\u7528\u70b9\u4e91\u6570\u636e\u8fdb\u884c\u5efa\u7b51\u7684\u6280\u672f\u6587\u7ae0\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.silicloud.com\/zh\/blog\/\u5728minecraft\u4e2d\uff0c\u4f7f\u7528\u70b9\u4e91\u6570\u636e\u8fdb\u884c\u5efa\u7b51\u3002\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u5728Minecraft\u4e2d\uff0c\u4f7f\u7528\u70b9\u4e91\u6570\u636e\u8fdb\u884c\u5efa\u7b51\" \/>\n<meta property=\"og:description\" content=\"\u5173\u4e8e\u5728Minecraft\u4e2d\uff0c\u4f7f\u7528\u70b9\u4e91\u6570\u636e\u8fdb\u884c\u5efa\u7b51\u7684\u6280\u672f\u6587\u7ae0\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/\u5728minecraft\u4e2d\uff0c\u4f7f\u7528\u70b9\u4e91\u6570\u636e\u8fdb\u884c\u5efa\u7b51\u3002\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - 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