diff --git a/docs/zh_cn/Makefile b/docs/zh_cn/Makefile
new file mode 100644
index 0000000000000000000000000000000000000000..ed88099027f775942fa65dce2314f1ae9675cb36
--- /dev/null
+++ b/docs/zh_cn/Makefile
@@ -0,0 +1,20 @@
+# Minimal makefile for Sphinx documentation
+#
+
+# You can set these variables from the command line, and also
+# from the environment for the first two.
+SPHINXOPTS    ?=
+SPHINXBUILD   ?= sphinx-build
+SOURCEDIR     = .
+BUILDDIR      = build
+
+# Put it first so that "make" without argument is like "make help".
+help:
+	@$(SPHINXBUILD) -M help "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)
+
+.PHONY: help Makefile
+
+# Catch-all target: route all unknown targets to Sphinx using the new
+# "make mode" option.  $(O) is meant as a shortcut for $(SPHINXOPTS).
+%: Makefile
+	@$(SPHINXBUILD) -M $@ "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)
diff --git a/docs/zh_cn/conf.py b/docs/zh_cn/conf.py
new file mode 100644
index 0000000000000000000000000000000000000000..97737df8d3cfecae03cb96b9e25b3edaac6f1290
--- /dev/null
+++ b/docs/zh_cn/conf.py
@@ -0,0 +1,82 @@
+# Configuration file for the Sphinx documentation builder.
+#
+# This file only contains a selection of the most common options. For a full
+# list see the documentation:
+# https://www.sphinx-doc.org/en/master/usage/configuration.html
+
+# -- Path setup --------------------------------------------------------------
+
+# If extensions (or modules to document with autodoc) are in another directory,
+# add these directories to sys.path here. If the directory is relative to the
+# documentation root, use os.path.abspath to make it absolute, like shown here.
+#
+import os
+import sys
+import recommonmark
+sys.path.insert(0, os.path.abspath('.'))
+sys.path.insert(0, os.path.abspath('..'))
+
+exclude_patterns = ['tmp', 'build', 'tools', 'README.md']
+
+# -- Project information -----------------------------------------------------
+
+project = 'PaddleClas'
+copyright = '2020, paddlepaddle'
+author = 'paddlepaddle'
+
+# -- General configuration ---------------------------------------------------
+
+# Add any Sphinx extension module names here, as strings. They can be
+# extensions coming with Sphinx (named 'sphinx.ext.*') or your custom
+# ones.
+
+extensions = [
+    'sphinx.ext.autodoc',
+    'sphinx.ext.napoleon',
+    'sphinx.ext.coverage',
+    'sphinx.ext.viewcode',
+    'sphinx.ext.mathjax',
+    'sphinx.ext.githubpages',
+    'sphinx.ext.napoleon',
+    'recommonmark',
+    'sphinx_markdown_tables',
+]
+
+# Add any paths that contain templates here, relative to this directory.
+templates_path = ['_templates']
+
+# md file can also be parased
+source_suffix = ['.rst', '.md']
+
+# The master toctree document.
+master_doc = 'index'
+
+# The language for content autogenerated by Sphinx. Refer to documentation
+# for a list of supported languages.
+#
+# This is also used if you do content translation via gettext catalogs.
+# Usually you set "language" from the command line for these cases.
+language = 'zh'
+
+# -- Options for HTML output -------------------------------------------------
+
+# The theme to use for HTML and HTML Help pages.  See the documentation for
+# a list of builtin themes.
+
+# on_rtd is whether we are on readthedocs.org, this line of code grabbed from docs.readthedocs.org
+on_rtd = os.environ.get('READTHEDOCS', None) == 'True'
+
+if not on_rtd:  # only import and set the theme if we're building docs locally
+    import sphinx_rtd_theme
+    html_theme = 'sphinx_rtd_theme'
+    html_theme_path = [sphinx_rtd_theme.get_html_theme_path()]
+
+# otherwise, readthedocs.org uses their theme by default, so no need to specify it
+
+# Add any paths that contain custom static files (such as style sheets) here,
+# relative to this directory. They are copied after the builtin static files,
+# so a file named "default.css" will overwrite the builtin "default.css".
+
+html_static_path = ['_static']
+
+html_logo = './images/logo.png'
diff --git a/docs/zh_cn/index.rst b/docs/zh_cn/index.rst
new file mode 100644
index 0000000000000000000000000000000000000000..151b4dadf374074720a6f930f0b6512cfa4546be
--- /dev/null
+++ b/docs/zh_cn/index.rst
@@ -0,0 +1,17 @@
+欢迎使用PaddleClas图像分类库！
+================================
+
+.. toctree::
+   :maxdepth: 1
+   
+   tutorials/index
+   models/index
+   advanced_tutorials/index
+   application/index
+   extension/index
+   competition_support.md
+   model_zoo.md
+   change_log.md
+   faq.md
+
+:math:`PaddlePaddle2020`