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environment-win64.yml 7.6 kB

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  1. name: ai_gpu
  2. channels:
  3. - https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free
  4. - peterjc123
  5. - https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free/
  6. - defaults
  7. dependencies:
  8. - _ipyw_jlab_nb_ext_conf=0.1.0=py36he6757f0_0
  9. - alabaster=0.7.10=py36hcd07829_0
  10. - anaconda-client=1.6.5=py36hd36550c_0
  11. - anaconda-navigator=1.6.10=py36h51c3d4f_0
  12. - anaconda-project=0.8.0=py36h8b3bf89_0
  13. - asn1crypto=0.22.0=py36h8e79faa_1
  14. - astroid=1.5.3=py36h9d85297_0
  15. - astropy=2.0.2=py36h06391c4_4
  16. - babel=2.5.0=py36h35444c1_0
  17. - backports=1.0=py36h81696a8_1
  18. - backports.shutil_get_terminal_size=1.0.0=py36h79ab834_2
  19. - beautifulsoup4=4.6.0=py36hd4cc5e8_1
  20. - bitarray=0.8.1=py36h6af124b_0
  21. - bkcharts=0.2=py36h7e685f7_0
  22. - blaze=0.11.3=py36h8a29ca5_0
  23. - bleach=2.0.0=py36h0a7e3d6_0
  24. - bokeh=0.12.10=py36h0be3b39_0
  25. - boto=2.48.0=py36h1a776d2_1
  26. - bottleneck=1.2.1=py36hd119dfa_0
  27. - bzip2=1.0.6=vc14hdec8e7a_1
  28. - ca-certificates=2017.08.26=h94faf87_0
  29. - cachecontrol=0.12.3=py36hfe50d7b_0
  30. - certifi=2017.7.27.1=py36h043bc9e_0
  31. - chardet=3.0.4=py36h420ce6e_1
  32. - click=6.7=py36hec8c647_0
  33. - cloudpickle=0.4.0=py36h639d8dc_0
  34. - clyent=1.2.2=py36hb10d595_1
  35. - colorama=0.3.9=py36h029ae33_0
  36. - comtypes=1.1.2=py36heb9b3d1_0
  37. - conda-verify=2.0.0=py36h065de53_0
  38. - console_shortcut=0.1.1=h6bb2dd7_3
  39. - contextlib2=0.5.5=py36he5d52c0_0
  40. - cryptography=2.0.3=py36h123decb_1
  41. - curl=7.55.1=vc14hdaba4a4_3
  42. - cycler=0.10.0=py36h009560c_0
  43. - cython=0.26.1=py36h18049ac_0
  44. - cytoolz=0.8.2=py36h547e66e_0
  45. - dask=0.15.3=py36h396fcb9_0
  46. - dask-core=0.15.3=py36hd651449_0
  47. - datashape=0.5.4=py36h5770b85_0
  48. - decorator=4.1.2=py36he63a57b_0
  49. - distlib=0.2.5=py36h51371be_0
  50. - distributed=1.19.1=py36h8504682_0
  51. - docutils=0.14=py36h6012d8f_0
  52. - entrypoints=0.2.3=py36hfd66bb0_2
  53. - et_xmlfile=1.0.1=py36h3d2d736_0
  54. - fastcache=1.0.2=py36hffdae1b_0
  55. - filelock=2.0.12=py36hd7ddd41_0
  56. - flask=0.12.2=py36h98b5e8f_0
  57. - flask-cors=3.0.3=py36h8a3855d_0
  58. - freetype=2.8=vc14h17c9bdf_0
  59. - get_terminal_size=1.0.0=h38e98db_0
  60. - gevent=1.2.2=py36h342a76c_0
  61. - glob2=0.5=py36h11cc1bd_1
  62. - greenlet=0.4.12=py36ha00ad21_0
  63. - h5py=2.7.0=py36hfbe0a52_1
  64. - hdf5=1.10.1=vc14hb361328_0
  65. - heapdict=1.0.0=py36h21fa5f4_0
  66. - html5lib=0.999999999=py36ha09b1f3_0
  67. - icc_rt=2017.0.4=h97af966_0
  68. - icu=58.2=vc14hc45fdbb_0
  69. - idna=2.6=py36h148d497_1
  70. - imageio=2.2.0=py36had6c2d2_0
  71. - imagesize=0.7.1=py36he29f638_0
  72. - intel-openmp=2018.0.0=hcd89f80_7
  73. - ipykernel=4.6.1=py36hbb77b34_0
  74. - ipython=6.1.0=py36h236ecc8_1
  75. - ipython_genutils=0.2.0=py36h3c5d0ee_0
  76. - ipywidgets=7.0.0=py36h2e74ada_0
  77. - isort=4.2.15=py36h6198cc5_0
  78. - itsdangerous=0.24=py36hb6c5a24_1
  79. - jdcal=1.3=py36h64a5255_0
  80. - jedi=0.10.2=py36hed927a0_0
  81. - jinja2=2.9.6=py36h10aa3a0_1
  82. - jpeg=9b=vc14h4d7706e_1
  83. - jsonschema=2.6.0=py36h7636477_0
  84. - jupyter=1.0.0=py36h422fd7e_2
  85. - jupyter_client=5.1.0=py36h9902a9a_0
  86. - jupyter_console=5.2.0=py36h6d89b47_1
  87. - jupyter_core=4.3.0=py36h511e818_0
  88. - jupyterlab=0.27.0=py36h34cc53b_2
  89. - jupyterlab_launcher=0.4.0=py36h22c3ccf_0
  90. - lazy-object-proxy=1.3.1=py36hd1c21d2_0
  91. - libiconv=1.15=vc14h29686d3_5
  92. - libpng=1.6.32=vc14h5163883_3
  93. - libssh2=1.8.0=vc14hcf584a9_2
  94. - libtiff=4.0.9=h0f13578_0
  95. - libxml2=2.9.4=vc14h8fd0f11_5
  96. - libxslt=1.1.29=vc14hf85b8d4_5
  97. - llvmlite=0.20.0=py36_0
  98. - locket=0.2.0=py36hfed976d_1
  99. - lockfile=0.12.2=py36h0468280_0
  100. - lxml=4.1.0=py36h0dcd83c_0
  101. - lzo=2.10=vc14h0a64fa6_1
  102. - markupsafe=1.0=py36h0e26971_1
  103. - matplotlib=2.1.0=py36h11b4b9c_0
  104. - mccabe=0.6.1=py36hb41005a_1
  105. - menuinst=1.4.10=py36h42196fb_0
  106. - mistune=0.7.4=py36h4874169_0
  107. - mpmath=0.19=py36he326802_2
  108. - msgpack-python=0.4.8=py36h58b1e9d_0
  109. - multipledispatch=0.4.9=py36he44c36e_0
  110. - navigator-updater=0.1.0=py36h8a7b86b_0
  111. - nbconvert=5.3.1=py36h8dc0fde_0
  112. - nbformat=4.4.0=py36h3a5bc1b_0
  113. - networkx=2.0=py36hff991e3_0
  114. - nltk=3.2.4=py36hd0e0a39_0
  115. - nose=1.3.7=py36h1c3779e_2
  116. - notebook=5.0.0=py36hd9fbf6f_2
  117. - numba=0.35.0=np113py36_10
  118. - numpydoc=0.7.0=py36ha25429e_0
  119. - odo=0.5.1=py36h7560279_0
  120. - olefile=0.44=py36h0a7bdd2_0
  121. - opencv=3.3.1=py36h20b85fd_1
  122. - openpyxl=2.4.8=py36hf3b77f6_1
  123. - openssl=1.0.2l=vc14hcac20b0_2
  124. - packaging=16.8=py36ha0986f6_1
  125. - pandas=0.20.3=py36hce827b7_2
  126. - pandoc=1.19.2.1=hb2460c7_1
  127. - pandocfilters=1.4.2=py36h3ef6317_1
  128. - partd=0.3.8=py36hc8e763b_0
  129. - path.py=10.3.1=py36h3dd8b46_0
  130. - pathlib2=2.3.0=py36h7bfb78b_0
  131. - patsy=0.4.1=py36h42cefec_0
  132. - pep8=1.7.0=py36h0f3d67a_0
  133. - pickleshare=0.7.4=py36h9de030f_0
  134. - pillow=4.2.1=py36hdb25ab2_0
  135. - pip=9.0.1=py36hadba87b_3
  136. - pkginfo=1.4.1=py36hb0f9cfa_1
  137. - ply=3.10=py36h1211beb_0
  138. - progress=1.3=py36hbeca8d3_0
  139. - prompt_toolkit=1.0.15=py36h60b8f86_0
  140. - psutil=5.4.0=py36h4e662fb_0
  141. - py=1.4.34=py36ha4aca3a_1
  142. - pycodestyle=2.3.1=py36h7cc55cd_0
  143. - pycosat=0.6.2=py36hf17546d_1
  144. - pycparser=2.18=py36hd053e01_1
  145. - pycrypto=2.6.1=py36he68e6e2_1
  146. - pycurl=7.43.0=py36h086bf4c_3
  147. - pyflakes=1.6.0=py36h0b975d6_0
  148. - pygments=2.2.0=py36hb010967_0
  149. - pylint=1.7.4=py36ha4e6ded_0
  150. - pyodbc=4.0.17=py36h0006bc2_0
  151. - pyopenssl=17.2.0=py36h15ca2fc_0
  152. - pyparsing=2.2.0=py36h785a196_1
  153. - pyqt=5.6.0=py36hb5ed885_5
  154. - pysocks=1.6.7=py36h698d350_1
  155. - pytables=3.4.2=py36h71138e3_2
  156. - pytest=3.2.1=py36h753b05e_1
  157. - python=3.6.3=h9e2ca53_1
  158. - python-dateutil=2.6.1=py36h509ddcb_1
  159. - pytz=2017.2=py36h05d413f_1
  160. - pywavelets=0.5.2=py36hc649158_0
  161. - pywin32=221=py36h9c10281_0
  162. - pyyaml=3.12=py36h1d1928f_1
  163. - pyzmq=16.0.2=py36h38c27d9_2
  164. - qt=5.6.2=vc14h6f8c307_12
  165. - qtawesome=0.4.4=py36h5aa48f6_0
  166. - qtconsole=4.3.1=py36h99a29a9_0
  167. - qtpy=1.3.1=py36hb8717c5_0
  168. - requests=2.18.4=py36h4371aae_1
  169. - rope=0.10.5=py36hcaf5641_0
  170. - ruamel_yaml=0.11.14=py36h9b16331_2
  171. - scikit-image=0.13.0=py36h6dffa3f_1
  172. - seaborn=0.8.0=py36h62cb67c_0
  173. - setuptools=36.5.0=py36h65f9e6e_0
  174. - simplegeneric=0.8.1=py36heab741f_0
  175. - singledispatch=3.4.0.3=py36h17d0c80_0
  176. - sip=4.18.1=py36h9c25514_2
  177. - six=1.11.0=py36h4db2310_1
  178. - snowballstemmer=1.2.1=py36h763602f_0
  179. - sortedcollections=0.5.3=py36hbefa0ab_0
  180. - sortedcontainers=1.5.7=py36ha90ac20_0
  181. - sphinx=1.6.3=py36h9bb690b_0
  182. - sphinxcontrib=1.0=py36hbbac3d2_1
  183. - sphinxcontrib-websupport=1.0.1=py36hb5e5916_1
  184. - spyder=3.2.4=py36h8845eaa_0
  185. - sqlalchemy=1.1.13=py36h5948d12_0
  186. - sqlite=3.20.1=vc14h7ce8c62_1
  187. - statsmodels=0.8.0=py36h6189b4c_0
  188. - sympy=1.1.1=py36h96708e0_0
  189. - tblib=1.3.2=py36h30f5020_0
  190. - testpath=0.3.1=py36h2698cfe_0
  191. - tk=8.6.7=vc14hb68737d_1
  192. - toolz=0.8.2=py36he152a52_0
  193. - tornado=4.5.2=py36h57f6048_0
  194. - traitlets=4.3.2=py36h096827d_0
  195. - typing=3.6.2=py36hb035bda_0
  196. - unicodecsv=0.14.1=py36h6450c06_0
  197. - urllib3=1.22=py36h276f60a_0
  198. - vs2015_runtime=14.0.25123=hd4c4e62_2
  199. - wcwidth=0.1.7=py36h3d5aa90_0
  200. - webencodings=0.5.1=py36h67c50ae_1
  201. - werkzeug=0.12.2=py36h866a736_0
  202. - wheel=0.29.0=py36h6ce6cde_1
  203. - widgetsnbextension=3.0.2=py36h364476f_1
  204. - win_inet_pton=1.0.1=py36he67d7fd_1
  205. - win_unicode_console=0.5=py36hcdbd4b5_0
  206. - wincertstore=0.2=py36h7fe50ca_0
  207. - wrapt=1.10.11=py36he5f5981_0
  208. - xlrd=1.1.0=py36h1cb58dc_1
  209. - xlsxwriter=1.0.2=py36hf723b7d_0
  210. - xlwings=0.11.4=py36hd3cf94d_0
  211. - xlwt=1.3.0=py36h1a4751e_0
  212. - yaml=0.1.7=vc14hb31d195_1
  213. - zict=0.1.3=py36h2d8e73e_0
  214. - zlib=1.2.11=vc14h1cdd9ab_1
  215. - anaconda=custom=py36_0
  216. - cffi=1.10.0=py36_0
  217. - mkl=2017.0.3=0
  218. - mkl-service=1.1.2=py36_3
  219. - numexpr=2.6.2=np113py36_0
  220. - numpy=1.13.1=py36_0
  221. - scikit-learn=0.19.0=np113py36_0
  222. - scipy=0.19.1=np113py36_0
  223. - cuda80=1.0=h205658b_0
  224. - pytorch=0.3.0=py36_0.3.0cu80
  225. - vc=14.1=h21ff451_0
  226. - vs2017_runtime=15.4.27004.2010=0
  227. - pip:
  228. - backports.shutil-get-terminal-size==1.0.0
  229. - et-xmlfile==1.0.1
  230. - ipython-genutils==0.2.0
  231. - jupyter-client==5.1.0
  232. - jupyter-console==5.2.0
  233. - jupyter-core==4.3.0
  234. - jupyterlab-launcher==0.4.0
  235. - prompt-toolkit==1.0.15
  236. - ruamel-yaml==0.11.14
  237. - tables==3.4.2
  238. - torch==0.3.0b0+591e73e
  239. - torchvision==0.2.0
  240. - win-inet-pton==1.0.1
  241. - win-unicode-console==0.5
  242. prefix: D:\Tools\Anaconda3\envs\ai_gpu

开源的深度学习人脸检测和人脸识别系统。所有功能都采用 pytorch 框架开发。pytorch是一个由facebook开发的深度学习框架,它包含了一些比较有趣的高级特性,例如自动求导,动态构图等。DFace天然的继承了这些优点,使得它的训练过程可以更加简单方便,并且实现的代码可以更加清晰易懂