microsoft / computervision-recipes
Duplication

Places in code with 6 or more lines that are exactly the same.

Intro
  • For duplication, we look at places in code where there are 6 or more lines of code that are exactly the same.
  • Before duplication is calculated, the code is cleaned to remove empty lines, comments, and frequently duplicated constructs such as imports.
  • You should aim at having as little as possible (<5%) of duplicated code as high-level of duplication can lead to maintenance difficulties, poor factoring, and logical contradictions.
Learn more...
Duplication Overall
  • 15% duplication:
    • 17,390 cleaned lines of cleaned code (without empty lines, comments, and frequently duplicated constructs such as imports)
    • 2,774 duplicated lines
  • 221 duplicates
system15% (2,774 lines)
Duplication per Extension
py13% (2,039 lines)
yaml93% (244 lines)
cu22% (208 lines)
h77% (182 lines)
cpp88% (55 lines)
js9% (46 lines)
Duplication per Component (primary)
utils_cv/tracking28% (2,066 lines)
contrib/document_cleanup27% (179 lines)
utils_cv/classification9% (114 lines)
contrib/action_recognition12% (113 lines)
utils_cv/detection3% (107 lines)
contrib/crowd_counting26% (54 lines)
utils_cv/action_recognition3% (53 lines)
contrib/html_demo5% (46 lines)
contrib/vm_builder6% (26 lines)
scenarios/action_recognition5% (16 lines)
ROOT0% (0 lines)
contrib/vmss_builder0% (0 lines)
scenarios/classification0% (0 lines)
utils_cv0% (0 lines)
utils_cv/common0% (0 lines)
utils_cv/segmentation0% (0 lines)
utils_cv/similarity0% (0 lines)

Duplication Between Components (50+ lines)

G utils_cv/detection utils_cv/detection utils_cv/tracking utils_cv/tracking utils_cv/detection--utils_cv/tracking 64 contrib/action_recognition contrib/action_recognition utils_cv/action_recognition utils_cv/action_recognition contrib/action_recognition--utils_cv/action_recognition 50

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Longest Duplicates
The list of 20 longest duplicates.
See data for all 221 duplicates...
Size#FoldersFilesLinesCode
97 x 2 utils_cv/tracking/refere...fairmot/models/networks
utils_cv/tracking/refere...fairmot/models/networks
resnet_dcn.py
resnet_fpn_dcn.py
 20:145 (45%)
20:145 (42%)
 view
57 x 2 utils_cv/tracking/refere...fairmot/models/networks
utils_cv/tracking/refere...fairmot/models/networks
pose_hrnet.py
resnet_dcn.py
 20:96 (12%)
31:107 (26%)
 view
57 x 2 utils_cv/tracking/refere...fairmot/models/networks
utils_cv/tracking/refere...fairmot/models/networks
pose_hrnet.py
resnet_fpn_dcn.py
 20:96 (12%)
31:107 (24%)
 view
52 x 2 utils_cv/tracking/refere.../fairmot/tracking_utils
utils_cv/tracking/references/fairmot/utils
utils.py
utils.py
 112:222 (20%)
46:156 (53%)
 view
47 x 2 utils_cv/tracking/refere...fairmot/models/networks
utils_cv/tracking/refere...fairmot/models/networks
dlav0.py
pose_dla_dcn.py
 151:201 (8%)
153:203 (12%)
 view
38 x 2 utils_cv/tracking/refere.../models/networks/config
utils_cv/tracking/refere.../models/networks/config
hrnet_w18.yaml
hrnet_w32.yaml
 92:129 (30%)
92:129 (30%)
 view
37 x 2 utils_cv/tracking/refere...fairmot/models/networks
utils_cv/tracking/refere...fairmot/models/networks
resnet_dcn.py
resnet_fpn_dcn.py
 154:193 (17%)
160:199 (16%)
 view
32 x 2 utils_cv/tracking/refere...networks/DCNv2/src/cuda
utils_cv/tracking/refere...networks/DCNv2/src/cuda
dcn_v2_psroi_pooling_cuda.cu
dcn_v2_psroi_pooling_cuda.cu
 77:114 (8%)
170:207 (8%)
 view
31 x 2 utils_cv/tracking/refere...airmot/datasets/dataset
utils_cv/tracking/refere...airmot/datasets/dataset
jde.py
jde.py
 363:397 (8%)
474:508 (8%)
 view
30 x 2 utils_cv/tracking/refere.../models/networks/config
utils_cv/tracking/refere.../models/networks/config
hrnet_w18.yaml
hrnet_w32.yaml
 32:61 (23%)
32:61 (23%)
 view
27 x 2 utils_cv/tracking/refere.../models/networks/config
utils_cv/tracking/refere.../models/networks/config
hrnet_w18.yaml
hrnet_w32.yaml
 1:28 (21%)
1:28 (21%)
 view
25 x 2 contrib/action_recognition/i3d
utils_cv/action_recognition/references
metrics.py
metrics.py
 8:40 (100%)
6:39 (100%)
 view
25 x 2 utils_cv/tracking/refere...fairmot/models/networks
utils_cv/tracking/refere...fairmot/models/networks
dlav0.py
pose_dla_dcn.py
 76:111 (4%)
78:113 (6%)
 view
25 x 2 utils_cv/tracking/refere...fairmot/models/networks
utils_cv/tracking/refere...fairmot/models/networks
resnet_dcn.py
resnet_fpn_dcn.py
 220:251 (11%)
222:253 (10%)
 view
23 x 2 contrib/document_cleanup...ument_cleanup_ICDAR2021
contrib/document_cleanup...ument_cleanup_ICDAR2021
model.py
model.py
 137:159 (12%)
173:195 (12%)
 view
22 x 2 utils_cv/tracking/refere...fairmot/models/networks
utils_cv/tracking/refere...fairmot/models/networks
dlav0.py
pose_dla_dcn.py
 120:149 (4%)
122:151 (5%)
 view
21 x 2 contrib/crowd_counting/crowdcounting/api
contrib/crowd_counting/crowdcounting/api
model_crowdcount.py
model_crowdcount.py
 121:143 (10%)
194:216 (10%)
 view
20 x 2 utils_cv/tracking/refere...fairmot/models/networks
utils_cv/tracking/refere...fairmot/models/networks
dlav0.py
dlav0.py
 72:97 (3%)
116:141 (3%)
 view
20 x 2 utils_cv/tracking/refere...fairmot/models/networks
utils_cv/tracking/refere...fairmot/models/networks
pose_dla_dcn.py
pose_dla_dcn.py
 74:99 (5%)
118:143 (5%)
 view
20 x 2 utils_cv/tracking/refere...fairmot/models/networks
utils_cv/tracking/refere...fairmot/models/networks
dlav0.py
pose_dla_dcn.py
 40:67 (3%)
42:69 (5%)
 view
Duplicated Units
The list of top 20 duplicated units.
See data for all 20 unit duplicates...
Size#FoldersFilesLinesCode
42 x 2 utils_cv/tracking/refere.../fairmot/tracking_utils
utils_cv/tracking/references/fairmot/utils
utils.py
utils.py
 0:0 
0:0 
 view
26 x 2 utils_cv/tracking/refere.../fairmot/tracking_utils
utils_cv/tracking/references/fairmot/utils
utils.py
utils.py
 0:0 
0:0 
 view
14 x 3 utils_cv/tracking/refere...fairmot/models/networks
utils_cv/tracking/refere...fairmot/models/networks
utils_cv/tracking/refere...fairmot/models/networks
pose_hrnet.py
resnet_dcn.py
resnet_fpn_dcn.py
 0:0 
0:0 
0:0 
 view
13 x 3 utils_cv/tracking/refere...fairmot/models/networks
utils_cv/tracking/refere...fairmot/models/networks
utils_cv/tracking/refere...fairmot/models/networks
dlav0.py
dlav0.py
pose_dla_dcn.py
 0:0 
0:0 
0:0 
 view
13 x 2 utils_cv/tracking/refere...fairmot/models/networks
utils_cv/tracking/refere...fairmot/models/networks
dlav0.py
pose_dla_dcn.py
 0:0 
0:0 
 view
13 x 3 utils_cv/tracking/refere...fairmot/models/networks
utils_cv/tracking/refere...fairmot/models/networks
utils_cv/tracking/refere...fairmot/models/networks
pose_hrnet.py
resnet_dcn.py
resnet_fpn_dcn.py
 0:0 
0:0 
0:0 
 view
13 x 2 utils_cv/tracking/refere...fairmot/models/networks
utils_cv/tracking/refere...fairmot/models/networks
resnet_dcn.py
resnet_fpn_dcn.py
 0:0 
0:0 
 view
12 x 2 contrib/action_recognition/i3d
utils_cv/action_recognition/references
metrics.py
metrics.py
 0:0 
0:0 
 view
11 x 3 utils_cv/tracking/refere...fairmot/models/networks
utils_cv/tracking/refere...fairmot/models/networks
utils_cv/tracking/refere...fairmot/models/networks
pose_hrnet.py
resnet_dcn.py
resnet_fpn_dcn.py
 0:0 
0:0 
0:0 
 view
10 x 2 utils_cv/tracking/refere...fairmot/models/networks
utils_cv/tracking/refere...fairmot/models/networks
dlav0.py
pose_dla_dcn.py
 0:0 
0:0 
 view
10 x 2 utils_cv/tracking/refere...fairmot/models/networks
utils_cv/tracking/refere...fairmot/models/networks
resnet_dcn.py
resnet_fpn_dcn.py
 0:0 
0:0 
 view
9 x 4 utils_cv/tracking/refere...fairmot/models/networks
utils_cv/tracking/refere...fairmot/models/networks
utils_cv/tracking/refere...fairmot/models/networks
utils_cv/tracking/refere...fairmot/models/networks
dlav0.py
pose_dla_dcn.py
resnet_dcn.py
resnet_fpn_dcn.py
 0:0 
0:0 
0:0 
0:0 
 view
8 x 3 utils_cv/tracking/refere...fairmot/models/networks
utils_cv/tracking/refere...fairmot/models/networks
utils_cv/tracking/refere...fairmot/models/networks
pose_hrnet.py
resnet_dcn.py
resnet_fpn_dcn.py
 0:0 
0:0 
0:0 
 view
7 x 2 utils_cv/tracking/refere...fairmot/models/networks
utils_cv/tracking/refere...fairmot/models/networks
dlav0.py
pose_dla_dcn.py
 0:0 
0:0 
 view
21 x 2 utils_cv/tracking/refere.../fairmot/tracking_utils
utils_cv/tracking/references/fairmot/utils
utils.py
utils.py
 0:0 
0:0 
 view
6 x 2 utils_cv/tracking/refere...fairmot/models/networks
utils_cv/tracking/refere...fairmot/models/networks
dlav0.py
pose_dla_dcn.py
 0:0 
0:0 
 view
6 x 2 utils_cv/tracking/refere.../fairmot/tracking_utils
utils_cv/tracking/refere.../fairmot/tracking_utils
timer.py
timer.py
 0:0 
0:0 
 view
7 x 2 utils_cv/tracking/refere.../fairmot/tracking_utils
utils_cv/tracking/references/fairmot/utils
utils.py
utils.py
 0:0 
0:0 
 view
7 x 2 utils_cv/tracking/refere.../fairmot/tracking_utils
utils_cv/tracking/references/fairmot/utils
utils.py
utils.py
 0:0 
0:0 
 view
7 x 3 utils_cv/tracking/refere...fairmot/models/networks
utils_cv/tracking/refere...fairmot/models/networks
utils_cv/tracking/refere...fairmot/models/networks
dlav0.py
resnet_dcn.py
resnet_fpn_dcn.py
 0:0 
0:0 
0:0 
 view