def __init__(self, model_file, weights_file):
if not os.path.exists(model_file) or \
not os.path.exists(weights_file):
raise ValueError('Invalid model: {}, \nweights file: {}'
.format(model_file, weights_file))
# Init caffe with model
self.net_ = caffe.Net(model_file, weights_file, caffe.TEST)
self.input_shape_ = self.net_.blobs['data'].data.shape
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