diff --git a/dvc/config.py b/dvc/config.py
index e969c104b8..68cda1bece 100644
--- a/dvc/config.py
+++ b/dvc/config.py
@@ -119,6 +119,16 @@ class RelPath(str):
     "password": str,
     "ask_password": Bool,
 }
+WEBDAV_COMMON = {
+    "user": str,
+    "password": str,
+    "ask_password": Bool,
+    "token": str,
+    "cert_path": str,
+    "key_path": str,
+    "timeout": Coerce(int),
+}
+
 SCHEMA = {
     "core": {
         "remote": Lower,
@@ -199,6 +209,8 @@ class RelPath(str):
                 },
                 "http": {**HTTP_COMMON, **REMOTE_COMMON},
                 "https": {**HTTP_COMMON, **REMOTE_COMMON},
+                "webdav": {**WEBDAV_COMMON, **REMOTE_COMMON},
+                "webdavs": {**WEBDAV_COMMON, **REMOTE_COMMON},
                 "remote": {str: object},  # Any of the above options are valid
             }
         )
diff --git a/dvc/path_info.py b/dvc/path_info.py
index 2420764ba4..281882a9bf 100644
--- a/dvc/path_info.py
+++ b/dvc/path_info.py
@@ -315,3 +315,17 @@ def __eq__(self, other):
             and self._path == other._path
             and self._extra_parts == other._extra_parts
         )
+
+
+# See https://github.com/shizacat/dvc/blob/remote-webdav/dvc/path_info.py
+class WebDAVURLInfo(HTTPURLInfo):
+    @cached_property
+    def url(self):
+        return "{}://{}{}{}{}{}".format(
+            self.scheme.replace("webdav", "http"),
+            self.netloc,
+            self._spath,
+            (";" + self.params) if self.params else "",
+            ("?" + self.query) if self.query else "",
+            ("#" + self.fragment) if self.fragment else "",
+        )
diff --git a/dvc/scheme.py b/dvc/scheme.py
index e64e24f5ac..76c6d7a497 100644
--- a/dvc/scheme.py
+++ b/dvc/scheme.py
@@ -9,3 +9,5 @@ class Schemes:
     GDRIVE = "gdrive"
     LOCAL = "local"
     OSS = "oss"
+    WEBDAV = "webdav"
+    WEBDAVS = "webdavs"
diff --git a/dvc/tree/__init__.py b/dvc/tree/__init__.py
index 24fcac4b0c..b9a38325c5 100644
--- a/dvc/tree/__init__.py
+++ b/dvc/tree/__init__.py
@@ -11,6 +11,8 @@
 from .oss import OSSTree
 from .s3 import S3Tree
 from .ssh import SSHTree
+from .webdav import WebDAVTree
+from .webdavs import WebDAVSTree
 
 TREES = [
     AzureTree,
@@ -22,6 +24,8 @@
     S3Tree,
     SSHTree,
     OSSTree,
+    WebDAVTree,
+    WebDAVSTree,
     # NOTE: LocalTree is the default
 ]
 
diff --git a/dvc/tree/webdav.py b/dvc/tree/webdav.py
new file mode 100644
index 0000000000..115de31767
--- /dev/null
+++ b/dvc/tree/webdav.py
@@ -0,0 +1,253 @@
+import logging
+import os
+import threading
+from collections import deque
+
+from funcy import cached_property, wrap_prop
+
+from dvc.config import ConfigError
+from dvc.exceptions import DvcException
+from dvc.path_info import HTTPURLInfo, WebDAVURLInfo
+from dvc.progress import Tqdm
+from dvc.scheme import Schemes
+
+from .base import BaseTree
+from .http import ask_password
+
+logger = logging.getLogger(__name__)
+
+
+class WebDAVConnectionError(DvcException):
+    def __init__(self, host):
+        super().__init__(f"Unable to connect to WebDAV {host}.")
+
+
+class WebDAVTree(BaseTree):  # pylint:disable=abstract-method
+    # Use webdav scheme
+    scheme = Schemes.WEBDAV
+
+    # URLInfo for Webdav ~ replaces webdav -> http
+    PATH_CLS = WebDAVURLInfo
+
+    # Traversable as walk_files is implemented
+    CAN_TRAVERSE = True
+
+    # Length of walk_files prefix
+    TRAVERSE_PREFIX_LEN = 2
+
+    # Implementation based on webdav3.client
+    REQUIRES = {"webdavclient3": "webdav3.client"}
+
+    # Chunk size for buffered upload/download with progress bar
+    CHUNK_SIZE = 2 ** 16
+
+    # Constructor
+    def __init__(self, repo, config):
+        # Call BaseTree constructor
+        super().__init__(repo, config)
+
+        # Get username from configuration
+        self.user = config.get("user", None)
+
+        # Get password from configuration (might be None ~ not set)
+        self.password = config.get("password", None)
+
+        # Whether to ask for password if it is not set
+        self.ask_password = config.get("ask_password", False)
+
+        # Use token for webdav auth
+        self.token = config.get("token", None)
+
+        # Path to certificate
+        self.cert_path = config.get("cert_path", None)
+
+        # Path to private key
+        self.key_path = config.get("key_path", None)
+
+        # Connection timeout
+        self.timeout = config.get("timeout", 30)
+
+        # Get URL from configuration
+        self.url = config.get("url", None)
+
+        # If URL in config parse path_info
+        if self.url:
+            self.path_info = self.PATH_CLS(self.url)
+
+            # If username not specified try to use from URL
+            if self.user is None and self.path_info.user is not None:
+                self.user = self.path_info.user
+
+            # If username specified add to path_info
+            if self.user is not None:
+                self.path_info.user = self.user
+        else:
+            self.path_info = None
+
+    # Webdav client
+    @wrap_prop(threading.Lock())
+    @cached_property
+    def _client(self):
+        from webdav3.client import Client
+
+        # Construct hostname from path_info by stripping path
+        http_info = HTTPURLInfo(self.path_info.url)
+        hostname = http_info.replace(path="").url
+
+        # Set password or ask for it
+        if self.ask_password and self.password is None and self.token is None:
+            host, user = self.path_info.host, self.path_info.user
+            self.password = ask_password(host, user)
+
+        # Setup webdav client options dictionary
+        options = {
+            "webdav_hostname": hostname,
+            "webdav_login": self.user,
+            "webdav_password": self.password,
+            "webdav_token": self.token,
+            "webdav_cert_path": self.cert_path,
+            "webdav_key_path": self.key_path,
+            "webdav_timeout": self.timeout,
+            "webdav_chunk_size": self.CHUNK_SIZE,
+        }
+
+        client = Client(options)
+
+        # Check whether client options are valid
+        if not client.valid():
+            raise ConfigError(
+                f"Configuration for WebDAV {hostname} is invalid."
+            )
+
+        # Check whether connection is valid (root should always exist)
+        if not client.check(self.path_info.path):
+            raise WebDAVConnectionError(hostname)
+
+        return client
+
+    # Checks whether file/directory exists at remote
+    def exists(self, path_info, use_dvcignore=True):
+        # Use webdav check to test for file existence
+        return self._client.check(path_info.path)
+
+    # Gets file hash 'etag'
+    def get_file_hash(self, path_info):
+        # Use webdav client info method to get etag
+        etag = self._client.info(path_info.path)["etag"].strip('"')
+
+        # From HTTPTree
+        if not etag:
+            raise DvcException(
+                "could not find an ETag or "
+                "Content-MD5 header for '{url}'".format(url=path_info.url)
+            )
+
+        if etag.startswith("W/"):
+            raise DvcException(
+                "Weak ETags are not supported."
+                " (Etag: '{etag}', URL: '{url}')".format(
+                    etag=etag, url=path_info.url
+                )
+            )
+
+        return etag
+
+    # Checks whether path points to directory
+    def isdir(self, path_info):
+        # Use webdav is_dir to test whether path points to a directory
+        return self._client.is_dir(path_info.path)
+
+    # Yields path info to all files
+    def walk_files(self, path_info, **kwargs):
+        # Check whether directory exists
+        if not self.exists(path_info):
+            return
+
+        # Collect directories
+        dirs = deque([path_info.path])
+
+        # Iterate all directories found so far
+        while dirs:
+            # Iterate directory content
+            for entry in self._client.list(dirs.pop(), get_info=True):
+                # Construct path_info to entry
+                info = path_info.replace(path=entry["path"])
+
+                # Check whether entry is a directory
+                if entry["isdir"]:
+                    # Append new found directory to directory list
+                    dirs.append(info.path)
+                else:
+                    # Yield path info to non directory
+                    yield info
+
+    # Removes file/directory
+    def remove(self, path_info):
+        # Use webdav client clean (DELETE) method to remove file/directory
+        self._client.clean(path_info.path)
+
+    # Creates directories
+    def makedirs(self, path_info):
+        # Terminate recursion
+        if path_info.path == self.path_info.path or self.exists(path_info):
+            return
+
+        # Recursively descent to root
+        self.makedirs(path_info.parent)
+
+        # Construct directory at current recursion depth
+        self._client.mkdir(path_info.path)
+
+    # Moves file/directory at remote
+    def move(self, from_info, to_info, mode=None):
+        # Webdav client move
+        self._client.move(from_info.path, to_info.path)
+
+    # Downloads file from remote to file
+    def _download(self, from_info, to_file, name=None, no_progress_bar=False):
+        # Progress from HTTPTree
+        with open(to_file, "wb") as fd:
+            with Tqdm.wrapattr(
+                fd,
+                "write",
+                total=None if no_progress_bar else self._file_size(from_info),
+                leave=False,
+                desc=from_info.url if name is None else name,
+                disable=no_progress_bar,
+            ) as fd_wrapped:
+                # Download from WebDAV via buffer
+                self._client.download_from(
+                    buff=fd_wrapped, remote_path=from_info.path
+                )
+
+    # Uploads file to remote
+    def _upload(self, from_file, to_info, name=None, no_progress_bar=False):
+        # First try to create parent directories
+        self.makedirs(to_info.parent)
+
+        # Progress from HTTPTree
+        def chunks():
+            with open(from_file, "rb") as fd:
+                with Tqdm.wrapattr(
+                    fd,
+                    "read",
+                    total=None
+                    if no_progress_bar
+                    else os.path.getsize(from_file),
+                    leave=False,
+                    desc=to_info.url if name is None else name,
+                    disable=no_progress_bar,
+                ) as fd_wrapped:
+                    while True:
+                        chunk = fd_wrapped.read(self.CHUNK_SIZE)
+                        if not chunk:
+                            break
+                        yield chunk
+
+        # Upload to WebDAV via buffer
+        self._client.upload_to(buff=chunks(), remote_path=to_info.path)
+
+    # Queries size of file at remote
+    def _file_size(self, path_info):
+        # Get file size from info dictionary and convert to int (from str)
+        return int(self._client.info(path_info.path)["size"])
diff --git a/dvc/tree/webdavs.py b/dvc/tree/webdavs.py
new file mode 100644
index 0000000000..570079507a
--- /dev/null
+++ b/dvc/tree/webdavs.py
@@ -0,0 +1,7 @@
+from dvc.scheme import Schemes
+
+from .webdav import WebDAVTree
+
+
+class WebDAVSTree(WebDAVTree):  # pylint:disable=abstract-method
+    scheme = Schemes.WEBDAVS
diff --git a/setup.py b/setup.py
index 064cb12618..85801b87c5 100644
--- a/setup.py
+++ b/setup.py
@@ -93,12 +93,13 @@ def run(self):
 oss = ["oss2==2.6.1"]
 ssh = ["paramiko>=2.5.0"]
 hdfs = ["pyarrow>=0.17.0"]
+webdav = ["webdavclient3>=3.14.5"]
 # gssapi should not be included in all_remotes, because it doesn't have wheels
 # for linux and mac, so it will fail to compile if user doesn't have all the
 # requirements, including kerberos itself. Once all the wheels are available,
 # we can start shipping it by default.
 ssh_gssapi = ["paramiko[gssapi]>=2.5.0"]
-all_remotes = gs + s3 + azure + ssh + oss + gdrive + hdfs
+all_remotes = gs + s3 + azure + ssh + oss + gdrive + hdfs + webdav
 
 # Extra dependecies to run tests
 tests_requirements = [
@@ -160,6 +161,7 @@ def run(self):
         "ssh": ssh,
         "ssh_gssapi": ssh_gssapi,
         "hdfs": hdfs,
+        "webdav": webdav,
         "tests": tests_requirements,
     },
     keywords="data-science data-version-control machine-learning git"
diff --git a/tests/unit/remote/test_webdav.py b/tests/unit/remote/test_webdav.py
new file mode 100644
index 0000000000..7691f6b55b
--- /dev/null
+++ b/tests/unit/remote/test_webdav.py
@@ -0,0 +1,42 @@
+from dvc.tree.webdav import WebDAVTree
+
+# Test configuration
+url = "webdavs://example.com/public.php/webdav"
+user = "username"
+userurl = f"webdavs://{user}@example.com/public.php/webdav"
+password = "password"
+
+
+# Test minimum requiered configuration (url)
+def test_init(dvc):
+    config = {"url": url}
+    tree = WebDAVTree(dvc, config)
+
+    assert tree.path_info == url
+
+
+# Test username from configuration
+def test_user(dvc):
+    config = {"url": url, "user": user}
+    tree = WebDAVTree(dvc, config)
+
+    assert tree.user == user
+    assert tree.path_info.user == user
+
+
+# Test username extraction from url
+def test_userurl(dvc):
+    config = {"url": userurl}
+    tree = WebDAVTree(dvc, config)
+
+    assert tree.path_info == userurl
+    assert tree.user == user
+    assert tree.path_info.user == user
+
+
+# test password from config
+def test_password(dvc):
+    config = {"url": url, "user": user, "password": password}
+    tree = WebDAVTree(dvc, config)
+
+    assert tree.password == password