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Shashank Suhas
seminar-breakout
Commits
eab82b2d
Commit
eab82b2d
authored
Aug 06, 2019
by
Yuxin Wu
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update docs
parent
691375cd
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examples/FasterRCNN/dataset/coco.py
examples/FasterRCNN/dataset/coco.py
+1
-1
examples/FasterRCNN/dataset/dataset.py
examples/FasterRCNN/dataset/dataset.py
+1
-0
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examples/FasterRCNN/dataset/coco.py
View file @
eab82b2d
...
@@ -162,7 +162,7 @@ class COCODetection(DatasetSplit):
...
@@ -162,7 +162,7 @@ class COCODetection(DatasetSplit):
y2
=
min
(
max
(
y2
,
0
),
height
)
y2
=
min
(
max
(
y2
,
0
),
height
)
w
,
h
=
x2
-
x1
,
y2
-
y1
w
,
h
=
x2
-
x1
,
y2
-
y1
# Require non-zero seg area and more than 1x1 box size
# Require non-zero seg area and more than 1x1 box size
if
obj
[
'area'
]
>
1
and
w
>
0
and
h
>
0
and
w
*
h
>=
4
:
if
obj
[
'area'
]
>
1
and
w
>
0
and
h
>
0
:
all_boxes
.
append
([
x1
,
y1
,
x2
,
y2
])
all_boxes
.
append
([
x1
,
y1
,
x2
,
y2
])
all_cls
.
append
(
self
.
COCO_id_to_category_id
.
get
(
obj
[
'category_id'
],
obj
[
'category_id'
]))
all_cls
.
append
(
self
.
COCO_id_to_category_id
.
get
(
obj
[
'category_id'
],
obj
[
'category_id'
]))
iscrowd
=
obj
.
get
(
"iscrowd"
,
0
)
iscrowd
=
obj
.
get
(
"iscrowd"
,
0
)
...
...
examples/FasterRCNN/dataset/dataset.py
View file @
eab82b2d
...
@@ -25,6 +25,7 @@ class DatasetSplit():
...
@@ -25,6 +25,7 @@ class DatasetSplit():
Each list of numpy arrays corresponds to the mask for one instance.
Each list of numpy arrays corresponds to the mask for one instance.
Each numpy array in the list is a polygon of shape Nx2,
Each numpy array in the list is a polygon of shape Nx2,
because one mask can be represented by N polygons.
because one mask can be represented by N polygons.
Each row in the Nx2 array is a (x, y) coordinate.
If your segmentation annotations are originally masks rather than polygons,
If your segmentation annotations are originally masks rather than polygons,
either convert it, or the augmentation will need to be changed or skipped accordingly.
either convert it, or the augmentation will need to be changed or skipped accordingly.
...
...
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