有没有我忽略的明显的方法?我只是想做个缩略图。
当前回答
如果你不想/不需要用Pillow打开图像,使用这个:
from PIL import Image
new_img_arr = numpy.array(Image.fromarray(img_arr).resize((new_width, new_height), Image.ANTIALIAS))
其他回答
基于@tomvon,我完成了以下使用(选择你的案例):
a)调整高度(我知道新的宽度,所以我需要新的高度)
new_width = 680
new_height = new_width * height / width
b)调整宽度(我知道新的高度,所以我需要新的宽度)
new_height = 680
new_width = new_height * width / height
然后:
img = img.resize((new_width, new_height), Image.ANTIALIAS)
######get resize coordinate after resize the image using this function#####
def scale_img_pixel(points,original_dim,resize_dim):
multi_list = [points]
new_point_list = []
multi_list_point = []
for point in multi_list:
multi_list_point.append([point[0],point[1]])
multi_list_point.append([point[2],point[3]])
for lsingle_point in multi_list_point:
x1 = int((lsingle_point[0] * (resize_dim[0] / original_dim[0])))
y1 = int((lsingle_point[1] * (resize_dim[1] / original_dim[1])))
new_point_list.append(x1)
new_point_list.append(y1)
return new_point_list
points = [774,265,909,409]
original_dim = (1237,1036)
resize_dim = (640,480)
result = scale_img_pixel(points,original_dim,resize_dim)
print("result: ", result)
我用这种方法调整了图像的大小,效果很好
from io import BytesIO
from django.core.files.uploadedfile import InMemoryUploadedFile
import os, sys
from PIL import Image
def imageResize(image):
outputIoStream = BytesIO()
imageTemproaryResized = imageTemproary.resize( (1920,1080), Image.ANTIALIAS)
imageTemproaryResized.save(outputIoStream , format='PNG', quality='10')
outputIoStream.seek(0)
uploadedImage = InMemoryUploadedFile(outputIoStream,'ImageField', "%s.jpg" % image.name.split('.')[0], 'image/jpeg', sys.getsizeof(outputIoStream), None)
## For upload local folder
fs = FileSystemStorage()
filename = fs.save(uploadedImage.name, uploadedImage)
# Importing Image class from PIL module
from PIL import Image
# Opens a image in RGB mode
im = Image.open(r"C:\Users\System-Pc\Desktop\ybear.jpg")
# Size of the image in pixels (size of original image)
# (This is not mandatory)
width, height = im.size
# Setting the points for cropped image
left = 4
top = height / 5
right = 154
bottom = 3 * height / 5
# Cropped image of above dimension
# (It will not change original image)
im1 = im.crop((left, top, right, bottom))
newsize = (300, 300)
im1 = im1.resize(newsize)
# Shows the image in image viewer
im1.show()
定义最大大小。 然后,通过取min(maxwidth/width, maxheight/height)来计算调整大小的比率。
合适的尺寸是旧尺寸*比例。
当然,还有一个库方法可以做到这一点:Image.thumbnail方法。 下面是来自PIL文档的一个(编辑过的)示例。
import os, sys
import Image
size = 128, 128
for infile in sys.argv[1:]:
outfile = os.path.splitext(infile)[0] + ".thumbnail"
if infile != outfile:
try:
im = Image.open(infile)
im.thumbnail(size, Image.Resampling.LANCZOS)
im.save(outfile, "JPEG")
except IOError:
print "cannot create thumbnail for '%s'" % infile
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