我想从同一文件夹加载几张图像。但是,以下代码会产生错误:
(TypeError Traceback (most recent call last)
<ipython-input-22-a30c12347c11> in <module>
2 import glob
3
----> 4 image_list = map(Image.open, glob('/Users/name/images/*.jpg'))
5
6 object_detection_api(image_list, rect_th=2, text_th=1, text_size=1)
TypeError: 'module' object is not callable)
我已经检查了一些故障排除页面,但是给定的通知不断出现。我必须在代码中修改什么?
from PIL import Image
import glob
image_list = map(Image.open, glob('/Users/name/images/*.jpg'))
object_detection_api(image_list, rect_th=2, text_th=1, text_size=1)
根据要求,我也在下面粘贴了object_detection_api的代码:
def object_detection_api(img_path, threshold=0.7, rect_th=3, text_size=3, text_th=3):
"""
object_detection_api
parameters:
- img_path - path of the input image
- threshold - threshold value for prediction score
- rect_th - thickness of bounding box
- text_size - size of the class label text
- text_th - thichness of the text
method:
- prediction is obtained from get_prediction method
- for each prediction, bounding box is drawn and text is written
with opencv
- the final image is displayed
"""
boxes, pred_cls = get_prediction(img_path, threshold)
img = cv2.imread(img_path)
img = cv2.cvtColor(img, cv2.COLOR_BGR2RGB)
for i in range(len(boxes)):
cv2.rectangle(img, boxes[i][0], boxes[i][1],color=(0, 255, 0), thickness=rect_th)
cv2.putText(img,pred_cls[i], boxes[i][0], cv2.FONT_HERSHEY_SIMPLEX, text_size, (0,255,0),thickness=text_th)
plt.figure(figsize=(20,30))
plt.imshow(img)
plt.xticks([])
plt.yticks([])
plt.show()
最佳答案
就像是
import os
ls = [x for x in os.listdir('/Users/name/images/') if x.endswith('.jpg')]
im_list = ['/Users/name/images/'+x for x in ls]
for img_path in im_list:
object_detection_api(img_path)
可能为您工作。
请记住,
map()
和filter
是生成器,如果需要热切评估它们,可以对它们调用list()
以将它们放在列表中。感谢@ Gwang-JinKim提供的所有帮助!