本文整理汇总了Python中shapely.geometry.Polygon方法的典型用法代码示例。如果您正苦于以下问题:Python geometry.Polygon方法的具体用法?Python geometry.Polygon怎么用?Python geometry.Polygon使用的例子?那么, 这里精选的方法代码示例或许可以为您提供帮助。您也可以进一步了解该方法所在类shapely.geometry
的用法示例。
在下文中一共展示了geometry.Polygon方法的15个代码示例,这些例子默认根据受欢迎程度排序。您可以为喜欢或者感觉有用的代码点赞,您的评价将有助于系统推荐出更棒的Python代码示例。
示例1: polygon_iou
# 需要导入模块: from shapely import geometry [as 别名]
# 或者: from shapely.geometry import Polygon [as 别名]
def polygon_iou(list1, list2):
"""
Intersection over union between two shapely polygons.
"""
polygon_points1 = np.array(list1).reshape(4, 2)
poly1 = Polygon(polygon_points1).convex_hull
polygon_points2 = np.array(list2).reshape(4, 2)
poly2 = Polygon(polygon_points2).convex_hull
union_poly = np.concatenate((polygon_points1, polygon_points2))
if not poly1.intersects(poly2): # this test is fast and can accelerate calculation
iou = 0
else:
try:
inter_area = poly1.intersection(poly2).area
union_area = poly1.area + poly2.area - inter_area
# union_area = MultiPoint(union_poly).convex_hull.area
if union_area == 0:
return 1
iou = float(inter_area) / union_area
except shapely.geos.TopologicalError:
print('shapely.geos.TopologicalError occured, iou set to 0')
iou = 0
return iou
示例2: reWriteImgWithMask
# 需要导入模块: from shapely import geometry [as 别名]
# 或者: from shapely.geometry import Polygon [as 别名]
def reWriteImgWithMask(srcpath, dstpath, gtpath, srcform, dstform):
namelist = GetFileFromThisRootDir(gtpath)
for fullname in namelist:
objects = parse_bod_poly(fullname)
mask_polys = []
for obj in objects:
clsname = obj['name']
matches = re.findall('area|mask', clsname)
if 'mask' in matches:
#print('mask:')
mask_polys.append(shgeo.Polygon(obj['poly']))
elif 'area' in matches:
#print('area:')
mask_polys.append(shgeo.Polygon(obj['poly']))
basename = mybasename(fullname)
imgname = os.path.join(srcpath, basename + srcform)
img = cv2.imread(imgname)
dstname = os.path.join(dstpath, basename + dstform)
if len(mask_polys) > 0:
saveimageWithMask(img, dstname, mask_polys)
示例3: buildings_from_polygon
# 需要导入模块: from shapely import geometry [as 别名]
# 或者: from shapely.geometry import Polygon [as 别名]
def buildings_from_polygon(date, polygon, retain_invalid=False):
"""
Get building footprints within some polygon.
Parameters
----------
date : string
query the database at a certain timestamp
polygon : Polygon
retain_invalid : bool
if False discard any building footprints with an invalid geometry
Returns
-------
GeoDataFrame
"""
return create_buildings_gdf(date=date, polygon=polygon, retain_invalid=retain_invalid)
示例4: removeIgnoredPoints
# 需要导入模块: from shapely import geometry [as 别名]
# 或者: from shapely.geometry import Polygon [as 别名]
def removeIgnoredPoints(gtFramesAll,prFramesAll):
imgidxs = []
for imgidx in range(len(gtFramesAll)):
if ("ignore_regions" in gtFramesAll[imgidx].keys() and
len(gtFramesAll[imgidx]["ignore_regions"]) > 0):
regions = gtFramesAll[imgidx]["ignore_regions"]
polyList = []
for ridx in range(len(regions)):
points = regions[ridx]["point"]
pointList = []
for pidx in range(len(points)):
pt = geometry.Point(points[pidx]["x"][0], points[pidx]["y"][0])
pointList += [pt]
poly = geometry.Polygon([[p.x, p.y] for p in pointList])
polyList += [poly]
rects = prFramesAll[imgidx]["annorect"]
prFramesAll[imgidx]["annorect"] = removeIgnoredPointsRects(rects,polyList)
rects = gtFramesAll[imgidx]["annorect"]
gtFramesAll[imgidx]["annorect"] = removeIgnoredPointsRects(rects,polyList)
return gtFramesAll, prFramesAll
示例5: quadrangle_iou
# 需要导入模块: from shapely import geometry [as 别名]
# 或者: from shapely.geometry import Polygon [as 别名]
def quadrangle_iou(quadrangle_a, quadrangle_b):
"""
四边形iou
:param quadrangle_a: 一维numpy数组[(x1,y1,x2,y2,x3,y3,x4,y4)]
:param quadrangle_b: 一维numpy数组[(x1,y1,x2,y2,x3,y3,x4,y4)]
:return:
"""
a = Polygon(quadrangle_a.reshape((4, 2)))
b = Polygon(quadrangle_b.reshape((4, 2)))
if not a.is_valid or not b.is_valid:
return 0
inter = Polygon(a).intersection(Polygon(b)).area
union = a.area + b.area - inter
if union == 0:
return 0
else:
return inter / union
示例6: _line_iterator
# 需要导入模块: from shapely import geometry [as 别名]
# 或者: from shapely.geometry import Polygon [as 别名]
def _line_iterator(obj):
if isinstance(obj, (sg.LineString)):
yield obj
elif isinstance(obj, (sg.MultiLineString)):
for obj2 in obj.geoms:
yield obj2
elif isinstance(obj, (sg.Polygon)):
yield sg.LineString(obj.exterior)
for obj2 in obj.interiors:
yield sg.LineString(obj2)
elif isinstance(obj, (sg.MultiPolygon)):
for obj2 in obj.geoms:
yield sg.LineString(obj2.exterior)
for obj3 in obj2.interiors:
yield sg.LineString(obj3)
else:
try:
tup = tuple(obj)
except TypeError:
raise TypeError('Could not use type %s' % type(obj))
else:
for obj2 in tup:
for line in _line_iterator(obj2):
yield line
示例7: _any_geom_to_shapely
# 需要导入模块: from shapely import geometry [as 别名]
# 或者: from shapely.geometry import Polygon [as 别名]
def _any_geom_to_shapely(geom):
"""Any geom to shapely object. Points should have homogeneous dimensions size."""
if isinstance(geom, (sg.LineString, sg.Point, sg.Polygon, sg.MultiPolygon)):
return geom
if isinstance(geom, dict):
return sg.shape(geom['geometry'])
if isinstance(geom, collections.Container):
geom = np.asarray(geom)
if geom.ndim == 1:
return sg.Point(geom.tolist())
elif geom.ndim == 2:
return sg.LineString(geom.tolist())
elif geom.ndim == 3:
return sg.Polygon(*geom.tolist())
elif geom.ndim == 4:
return sg.MultiPolygon([
sg.Polygon(*poly)
for poly in geom.tolist()
])
assert False
示例8: plot_filled_polygons
# 需要导入模块: from shapely import geometry [as 别名]
# 或者: from shapely.geometry import Polygon [as 别名]
def plot_filled_polygons(self,polygons, facecolour='green', edgecolour='black', linewidth=1, alpha=0.5):
"""
This function plots a series of shapely polygons but fills them in
Args:
ax_list: list of axes
polygons: list of shapely polygons
Author: FJC
"""
from shapely.geometry import Polygon
from descartes import PolygonPatch
from matplotlib.collections import PatchCollection
print('Plotting the polygons...')
#patches = []
for key, poly in polygons.items():
this_patch = PolygonPatch(poly, fc=facecolour, ec=edgecolour, alpha=alpha)
self.ax_list[0].add_patch(this_patch)
示例9: read_terrace_shapefile
# 需要导入模块: from shapely import geometry [as 别名]
# 或者: from shapely.geometry import Polygon [as 别名]
def read_terrace_shapefile(DataDirectory, shapefile_name):
"""
This function reads in a shapefile of digitised terraces
using shapely and fiona
Args:
DataDirectory (str): the data directory
shapefile_name (str): the name of the shapefile
Returns: shapely polygons with terraces
Author: FJC
"""
Polygons = {}
with fiona.open(DataDirectory+shapefile_name, 'r') as input:
for f in input:
this_shape = Polygon(shape(f['geometry']))
this_id = f['properties']['id']
Polygons[this_id] = this_shape
return Polygons
示例10: main
# 需要导入模块: from shapely import geometry [as 别名]
# 或者: from shapely.geometry import Polygon [as 别名]
def main():
paths = []
for path in PATHS:
path = xy.parse_svg_path(path)
path.append(path[0])
paths.extend(path)
polygons = [geometry.Polygon(x) for x in paths]
lines = geometry.MultiPolygon(polygons)
for i in range(4):
n = 3 - i
o = i * 10
for j in range(-n, n + 1):
paths += convert(lines.buffer(o + j * 0.667))
drawing = xy.Drawing(paths).scale(1, -1).rotate_and_scale_to_fit(315, 380, step=90)
im = drawing.render()
im.write_to_png('frog.png')
# xy.draw(drawing)
示例11: __init__
# 需要导入模块: from shapely import geometry [as 别名]
# 或者: from shapely.geometry import Polygon [as 别名]
def __init__(self, shape_list, crs, bbox_size):
"""
:param shape_list: A list of geometrical shapes describing the area of interest
:type shape_list: list(shapely.geometry.multipolygon.MultiPolygon or shapely.geometry.polygon.Polygon)
:param crs: Coordinate reference system of the shapes in `shape_list`
:type crs: CRS
:param bbox_size: Physical size in metres of generated bounding boxes. Could be a float or tuple of floats
:type bbox_size: int or (int, int) or float or (float, float)
"""
super().__init__(shape_list, crs)
self.bbox_size = self._parse_split_parameters(bbox_size, allow_float=True)
self.shape_geometry = Geometry(self.area_shape, self.crs).transform(CRS.WGS84)
self.utm_grid = self._get_utm_polygons()
self._make_split()
示例12: merge_polygons
# 需要导入模块: from shapely import geometry [as 别名]
# 或者: from shapely.geometry import Polygon [as 别名]
def merge_polygons(polygons, merge_map):
def merge_two_polygon(p1, p2):
p2 = Polygon(p2)
merged = p1.union(p2)
return merged
merge_map = [disjoint_find(x, merge_map) for x in range(len(merge_map))]
merge_map = np.array(merge_map)
final_polygons = []
for i in np.unique(merge_map):
merge_idx = np.where(merge_map == i)[0]
if len(merge_idx) > 0:
merged = Polygon(polygons[merge_idx[0]])
for j in range(1, len(merge_idx)):
merged = merge_two_polygon(merged, polygons[merge_idx[j]])
x, y = merged.exterior.coords.xy
final_polygons.append(np.stack([x, y], axis=1).astype(int))
return final_polygons
示例13: convert_placemark_to_polygon
# 需要导入模块: from shapely import geometry [as 别名]
# 或者: from shapely.geometry import Polygon [as 别名]
def convert_placemark_to_polygon(placemarks):
fig = plt.figure()
ax = fig.add_subplot(111, aspect='equal')
polys = {}
for (name, (lats,lons)) in list(placemarks.items()):
ext = list(zip(lons,lats))
poly = Polygon(ext)
# DEBUG - Plot the patch
x,y = poly.exterior.xy
ax.plot(x,y)
ax.add_patch(PolygonPatch(poly, alpha=0.5))
polys[name] = poly
# plt.show()
return polys
示例14: is_overlapping
# 需要导入模块: from shapely import geometry [as 别名]
# 或者: from shapely.geometry import Polygon [as 别名]
def is_overlapping(plate_corners_gt, plate_coordinates):
gt_points = []
for p in plate_corners_gt.split():
gt_points.append(int(p))
p1_points = []
for i in range(0, len(gt_points), 2):
p1_points.append((gt_points[i], gt_points[i+1]))
p2_points = []
for i in range(0, 4):
p2_points.append((plate_coordinates[i]['x'], plate_coordinates[i]['y']))
p1 = Polygon(p1_points)
p2 = Polygon(p2_points)
intersection = p1.intersection(p2)
union = p1.union(p2)
i_over_u = intersection.area / union.area
#print "I over U: " + str(i_over_u)
return i_over_u > 0.4
示例15: minimal_set
# 需要导入模块: from shapely import geometry [as 别名]
# 或者: from shapely.geometry import Polygon [as 别名]
def minimal_set(polys):
"""Remove overlaps from a set of polygons.
:param polys: List of polygons.
:returns: List of polygons with no overlaps.
"""
normal = polys[0].normal_vector
as_2d = [p.project_to_2D() for p in polys]
as_shapely = [Polygon(p) for p in as_2d]
lines = [p.boundary for p in as_shapely]
borders = unary_union(lines)
shapes = [Polygon2D(p.boundary.coords) for p in polygonize(borders)]
as_3d = [p.project_to_3D(polys[0]) for p in shapes]
if not almostequal(as_3d[0].normal_vector, normal):
as_3d = [p.invert_orientation() for p in as_3d]
return [p for p in as_3d if p.area > 0]