haydengunraj
commented
2 years ago Hi @SamanehShamshiri,
The first thing to do would be to double-check that the image files exist, which you can do by printing the file path passed to cv2.imread() just before the error occurs. cv2.imread() returns None when the path it is given doesn't exist, so the error you're getting happens when this None value is treated as a NumPy array later on.
If this is a path issue, printing the file paths passed to cv2.imread() should help debug it. However, if it is an issue where the image file names in the label list are incorrect (i.e., an error on our end), that would be something we can fix. With the given information, it's impossible for me to tell which it is.
while I'm running the code, I got this error: Output: ./output/COVIDNet-lr0.0002 13992 16490 Saved baseline checkpoint Baseline eval: [[194. 6.] [ 9. 191.]] Sens Negative: 0.970, Positive: 0.955 PPV Negative: 0.956, Positive: 0.970 Training started Traceback (most recent call last): File "train_tf.py", line 144, in
batch_x, batch_y, weights, is_training = next(generator)
File "/home/samaneh/workspace/COVID-Net-master/data.py", line 167, in next
model_inputs = self.getitem(self.n)
File "/home/samaneh/workspace/COVID-Net-master/data.py", line 219, in getitem
top_percent=self.top_percent,
File "/home/samaneh/workspace/COVID-Net-master/data.py", line 23, in process_image_file
img = crop_top(img, percent=top_percent)
File "/home/samaneh/workspace/COVID-Net-master/data.py", line 12, in crop_top
offset = int(img.shape[0] * percent)
AttributeError: 'NoneType' object has no attribute 'shape'
Although I downloaded version 3 based on #155 I still have this error. I am using python 3.6, TensorFlow 1.15, open-cv 4.2, and running the code on Linux Manjaro. would you please tell me how I can solve this problem?