When I try to upload the image of a bear and click classify. I get this
error
Your post doesn’t show where/how btn_upload is set, which makes it hard to even guess and the issue. Can you link to the whole notebook?
What do you get from…
type(btn_upload)
and…
dir(btn_upload)
I just encountered the same situation. After some tests, here’s my solution:
import matplotlib.pyplot as plt
from PIL import Image
from io import BytesIO
img = Image.open(BytesIO(btn_upload.value[-1].content))
plt.imshow(img)
The type of btn_upload.value[-1].content is a memoryview and therefore I searched for how to load images from memory and then came up with above code snippet.
Edit: For prediction in the later code block, the image format will cause problem and I had to convert it using img = np.array(img).
Share how did I find the solution.
As you mentioned, I used dir(btn_upload) to find value and then the content. Also, type is a great tool to work along with dir. 
1 Like
Now my notebook is running but ,I am getting this error can you help me resolve it. If you need any more information please let me know
I can share my notebook as well
It’s the same problem as indicated by the error message.
Original code:
def on_click_classify(change):
img = PILImage.create(btn_upload.data[-1])
out_pl.clear_output()
with out_pl: display(img.to_thumb(128,128))
pred,pred_idx,probs = learn_inf.predict(img)
lbl_pred.value = f'Prediction: {pred}; Probability: {probs[pred_idx]:.04f}'
Modify it as the follows:
def on_click_classify(change):
img = Image.open(BytesIO(btn_upload.value[-1].content)) # change this
out_pl.clear_output()
with out_pl: display(img.to_thumb(128,128))
img = np.array(img) # and add this
pred,pred_idx,probs = learn_inf.predict(img)
lbl_pred.value = f'Prediction: {pred}; Probability: {probs[pred_idx]:.04f}'
1 Like
Thanks a lot it worked can you please tell me what caused it, why it was not working properly and how can i deploy it using voila
You could remove that line and check the error message.
I can’t remember the details but it’s something about the image format for the learn_inf.predict() function. The img = np.array(img) convert the image to a numpy array which is acceptable to the learn_inf.predict() function.