Question

我正在尝试按照Coding Robin的教程创建一个HAAR分类器：http://coding-robin.de/2013/07/22/train-your-own-opencv-haar-classifier.html。

我在需要合并所有.vec文件的部分。我正在尝试执行给定的python脚本，我收到以下错误：

Traceback (most recent call last):
File "mergevec.py", line 170, in <module>
merge_vec_files(vec_directory, output_filename)
File "mergevec.py", line 133, in merge_vec_files
val = struct.unpack('<iihh', content[:12])
struct.error: unpack requires a string argument of length 12

以下是python脚本中的代码：

# Get the value for the first image size
prev_image_size = 0
try:
    with open(files[0], 'rb') as vecfile:
        content = ''.join(str(line) for line in vecfile.readlines())
        val = struct.unpack('<iihh', content[:12])
        prev_image_size = val[1]
except IOError as e:
    print('An IO error occured while processing the file: {0}'.format(f))
    exception_response(e)


# Get the total number of images
total_num_images = 0
for f in files:
    try:
        with open(f, 'rb') as vecfile:  
            content = ''.join(str(line) for line in vecfile.readlines())
            val = struct.unpack('<iihh', content[:12])
            num_images = val[0]
            image_size = val[1]
            if image_size != prev_image_size:
                err_msg = """The image sizes in the .vec files differ. These values must be the same. \n The image size of file {0}: {1}\n 
                    The image size of previous files: {0}""".format(f, image_size, prev_image_size)
                sys.exit(err_msg)

            total_num_images += num_images
    except IOError as e:
        print('An IO error occured while processing the file: {0}'.format(f))
        exception_response(e)

我尝试查找解决方案，但无法找到适合此特定问题的解决方案。任何帮助将不胜感激。

谢谢！

Answer 1

我通过访问教程的github页面来解决这个问题。显然，我不得不删除任何长度为零的vec文件。

Answer 2

你的问题是：

content[:12]

字符串不保证长度为12个字符;它可能更少。添加长度检查并单独处理，或try: except:并为用户提供更准确的错误消息，例如“文件中的输入无效...”。

struct.error：unpack需要一个长度为12的字符串参数

2 个答案: