From 6b25743ae5a900a317a3a6ebdebe6052db4236e8 Mon Sep 17 00:00:00 2001
From: wangg12 <guwang12@gmail.com>
Date: Wed, 28 Nov 2018 15:05:08 +0800
Subject: [PATCH] fix flake8

---
 mmdet/datasets/__init__.py       | 5 +++--
 mmdet/datasets/concat_dataset.py | 5 ++---
 mmdet/datasets/utils.py          | 8 +++++---
 tools/train.py                   | 1 -
 4 files changed, 10 insertions(+), 9 deletions(-)

diff --git a/mmdet/datasets/__init__.py b/mmdet/datasets/__init__.py
index b478acff..dda1a1eb 100644
--- a/mmdet/datasets/__init__.py
+++ b/mmdet/datasets/__init__.py
@@ -5,6 +5,7 @@ from .utils import to_tensor, random_scale, show_ann, get_dataset
 from .concat_dataset import ConcatDataset
 
 __all__ = [
-    'CustomDataset', 'CocoDataset', 'GroupSampler', 'DistributedGroupSampler', 'ConcatDataset',
-    'build_dataloader', 'to_tensor', 'random_scale', 'show_ann', 'get_dataset'
+    'CustomDataset', 'CocoDataset', 'GroupSampler', 'DistributedGroupSampler',
+    'ConcatDataset', 'build_dataloader', 'to_tensor', 'random_scale',
+    'show_ann', 'get_dataset'
 ]
diff --git a/mmdet/datasets/concat_dataset.py b/mmdet/datasets/concat_dataset.py
index 47e073a2..605d112f 100644
--- a/mmdet/datasets/concat_dataset.py
+++ b/mmdet/datasets/concat_dataset.py
@@ -5,7 +5,7 @@ from torch.utils.data.dataset import ConcatDataset as _ConcatDataset
 
 class ConcatDataset(_ConcatDataset):
     """
-    Same as torch.utils.data.dataset.ConcatDataset, but 
+    Same as torch.utils.data.dataset.ConcatDataset, but
     concat the group flag for image aspect ratio.
     """
     def __init__(self, datasets):
@@ -13,7 +13,7 @@ class ConcatDataset(_ConcatDataset):
         flag: Images with aspect ratio greater than 1 will be set as group 1,
               otherwise group 0.
         """
-        super(ConcatDataset, self).__init__(datasets)        
+        super(ConcatDataset, self).__init__(datasets)
         if hasattr(datasets[0], 'flag'):
             flags = []
             for i in range(0, len(datasets)):
@@ -27,4 +27,3 @@ class ConcatDataset(_ConcatDataset):
         else:
             sample_idx = idx - self.cumulative_sizes[dataset_idx - 1]
         return dataset_idx, sample_idx
-
diff --git a/mmdet/datasets/utils.py b/mmdet/datasets/utils.py
index d13ae892..92b4e5d5 100644
--- a/mmdet/datasets/utils.py
+++ b/mmdet/datasets/utils.py
@@ -9,6 +9,7 @@ import numpy as np
 from .concat_dataset import ConcatDataset
 from .. import datasets
 
+
 def to_tensor(data):
     """Convert objects of various python types to :obj:`torch.Tensor`.
 
@@ -72,7 +73,8 @@ def show_ann(coco, img, ann_info):
 
 
 def get_dataset(data_cfg):
-    if isinstance(data_cfg['ann_file'], list) or isinstance(data_cfg['ann_file'], tuple):
+    if isinstance(data_cfg['ann_file'], list) or \
+            isinstance(data_cfg['ann_file'], tuple):
         ann_files = data_cfg['ann_file']
         dsets = []
         for ann_file in ann_files:
@@ -81,9 +83,9 @@ def get_dataset(data_cfg):
             dset = obj_from_dict(data_info, datasets)
             dsets.append(dset)
         if len(dsets) > 1:
-            dset = ConcatDataset(dsets)            
+            dset = ConcatDataset(dsets)
         else:
             dset = dsets[0]
     else:
         dset = obj_from_dict(data_cfg, datasets)
-    return dset
\ No newline at end of file
+    return dset
diff --git a/tools/train.py b/tools/train.py
index 006fc119..49c46f05 100644
--- a/tools/train.py
+++ b/tools/train.py
@@ -2,7 +2,6 @@ from __future__ import division
 
 import argparse
 from mmcv import Config
-from mmcv.runner import obj_from_dict
 
 from mmdet import datasets, __version__
 from mmdet.apis import (train_detector, init_dist, get_root_logger,
-- 
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