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前往新版Gitcode,体验更适合开发者的 AI 搜索 >>
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c1b1543e
编写于
3月 09, 2019
作者:
K
Kentaro Wada
浏览文件
操作
浏览文件
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电子邮件补丁
差异文件
Fix labelme2coco.py to parse with pycocotools
Keys: id, segmentation
上级
3bec9f61
变更
2
隐藏空白更改
内联
并排
Showing
2 changed file
with
14 addition
and
7 deletion
+14
-7
examples/instance_segmentation/data_dataset_coco/annotations.json
.../instance_segmentation/data_dataset_coco/annotations.json
+1
-1
examples/instance_segmentation/labelme2coco.py
examples/instance_segmentation/labelme2coco.py
+13
-6
未找到文件。
examples/instance_segmentation/data_dataset_coco/annotations.json
浏览文件 @
c1b1543e
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,
"name"
:
"boat"
},
{
"supercategory"
:
null
,
"id"
:
5
,
"name"
:
"bottle"
},
{
"supercategory"
:
null
,
"id"
:
6
,
"name"
:
"bus"
},
{
"supercategory"
:
null
,
"id"
:
7
,
"name"
:
"car"
},
{
"supercategory"
:
null
,
"id"
:
8
,
"name"
:
"cat"
},
{
"supercategory"
:
null
,
"id"
:
9
,
"name"
:
"chair"
},
{
"supercategory"
:
null
,
"id"
:
10
,
"name"
:
"cow"
},
{
"supercategory"
:
null
,
"id"
:
11
,
"name"
:
"diningtable"
},
{
"supercategory"
:
null
,
"id"
:
12
,
"name"
:
"dog"
},
{
"supercategory"
:
null
,
"id"
:
13
,
"name"
:
"horse"
},
{
"supercategory"
:
null
,
"id"
:
14
,
"name"
:
"motorbike"
},
{
"supercategory"
:
null
,
"id"
:
15
,
"name"
:
"person"
},
{
"supercategory"
:
null
,
"id"
:
16
,
"name"
:
"potted plant"
},
{
"supercategory"
:
null
,
"id"
:
17
,
"name"
:
"sheep"
},
{
"supercategory"
:
null
,
"id"
:
18
,
"name"
:
"sofa"
},
{
"supercategory"
:
null
,
"id"
:
19
,
"name"
:
"train"
},
{
"supercategory"
:
null
,
"id"
:
20
,
"name"
:
"tv/monitor"
}]}
\ No newline at end of file
examples/instance_segmentation/labelme2coco.py
浏览文件 @
c1b1543e
#!/usr/bin/env python
import
argparse
import
collections
import
datetime
import
glob
import
json
...
...
@@ -107,7 +108,8 @@ def main():
id
=
image_id
,
))
masks
=
{}
masks
=
{}
# for area
segmentations
=
collections
.
defaultdict
(
list
)
# for segmentation
for
shape
in
label_data
[
'shapes'
]:
points
=
shape
[
'points'
]
label
=
shape
[
'label'
]
...
...
@@ -116,22 +118,27 @@ def main():
img
.
shape
[:
2
],
points
,
shape_type
)
mask
=
np
.
asfortranarray
(
mask
.
astype
(
np
.
uint8
))
if
label
in
masks
:
masks
[
label
]
=
masks
[
label
]
|
mask
else
:
masks
[
label
]
=
mask
points
=
np
.
asarray
(
points
).
flatten
().
tolist
()
segmentations
[
label
].
append
(
points
)
for
label
,
mask
in
masks
.
items
():
cls_name
=
label
.
split
(
'-'
)[
0
]
if
cls_name
not
in
class_name_to_id
:
continue
cls_id
=
class_name_to_id
[
cls_name
]
segmentation
=
pycocotools
.
mask
.
encode
(
mask
)
segmentation
[
'counts'
]
=
segmentation
[
'counts'
].
decode
()
area
=
float
(
pycocotools
.
mask
.
area
(
segmentation
))
mask
=
np
.
asfortranarray
(
mask
.
astype
(
np
.
uint8
))
mask
=
pycocotools
.
mask
.
encode
(
mask
)
area
=
float
(
pycocotools
.
mask
.
area
(
mask
))
data
[
'annotations'
].
append
(
dict
(
segmentation
=
segmentation
,
id
=
len
(
data
[
'annotations'
]),
segmentation
=
segmentations
[
label
],
area
=
area
,
iscrowd
=
None
,
image_id
=
image_id
,
...
...
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