diff --git a/mmseg/utils/collect_env.py b/mmseg/utils/collect_env.py
index 3fcead459..8293a05fb 100644
--- a/mmseg/utils/collect_env.py
+++ b/mmseg/utils/collect_env.py
@@ -1,68 +1,13 @@
-import os.path as osp
-import subprocess
-import sys
-from collections import defaultdict
-
-import cv2
-import mmcv
-import torch
-import torchvision
-from mmcv.utils import get_build_config, get_git_hash
+from mmcv.utils import collect_env as collect_base_env
+from mmcv.utils import get_git_hash
 
 import mmseg
 
 
 def collect_env():
     """Collect the information of the running environments."""
-    env_info = {}
-    env_info['sys.platform'] = sys.platform
-    env_info['Python'] = sys.version.replace('\n', '')
-
-    cuda_available = torch.cuda.is_available()
-    env_info['CUDA available'] = cuda_available
-
-    if cuda_available:
-        from mmcv.utils.parrots_wrapper import CUDA_HOME
-        env_info['CUDA_HOME'] = CUDA_HOME
-
-        if CUDA_HOME is not None and osp.isdir(CUDA_HOME):
-            try:
-                nvcc = osp.join(CUDA_HOME, 'bin/nvcc')
-                nvcc = subprocess.check_output(
-                    '"{}" -V | tail -n1'.format(nvcc), shell=True)
-                nvcc = nvcc.decode('utf-8').strip()
-            except subprocess.SubprocessError:
-                nvcc = 'Not Available'
-            env_info['NVCC'] = nvcc
-
-        devices = defaultdict(list)
-        for k in range(torch.cuda.device_count()):
-            devices[torch.cuda.get_device_name(k)].append(str(k))
-        for name, devids in devices.items():
-            env_info['GPU ' + ','.join(devids)] = name
-    try:
-        gcc = subprocess.check_output('gcc --version | head -n1', shell=True)
-        gcc = gcc.decode('utf-8').strip()
-        env_info['GCC'] = gcc
-    except subprocess.CalledProcessError:
-        env_info['GCC'] = 'n/a'
-
-    env_info['PyTorch'] = torch.__version__
-    env_info['PyTorch compiling details'] = get_build_config()
-
-    env_info['TorchVision'] = torchvision.__version__
-
-    env_info['OpenCV'] = cv2.__version__
-
-    env_info['MMCV'] = mmcv.__version__
+    env_info = collect_base_env()
     env_info['MMSegmentation'] = f'{mmseg.__version__}+{get_git_hash()[:7]}'
-    try:
-        from mmcv.ops import get_compiler_version, get_compiling_cuda_version
-        env_info['MMCV Compiler'] = get_compiler_version()
-        env_info['MMCV CUDA Compiler'] = get_compiling_cuda_version()
-    except ImportError:
-        env_info['MMCV Compiler'] = 'n/a'
-        env_info['MMCV CUDA Compiler'] = 'n/a'
 
     return env_info
 
diff --git a/setup.cfg b/setup.cfg
index 9721e1c5c..594abb8ec 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -8,6 +8,6 @@ line_length = 79
 multi_line_output = 0
 known_standard_library = setuptools
 known_first_party = mmseg
-known_third_party = PIL,cityscapesscripts,cv2,matplotlib,mmcv,numpy,onnxruntime,pytablewriter,pytest,scipy,torch,torchvision
+known_third_party = PIL,cityscapesscripts,matplotlib,mmcv,numpy,onnxruntime,pytablewriter,pytest,scipy,torch
 no_lines_before = STDLIB,LOCALFOLDER
 default_section = THIRDPARTY