OlafenwaMoses / ImageAI

A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities
https://www.genxr.co/#products
MIT License
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tkinter causes CustomObjectDetection module import failure in Google Cloud Function #803

Open LOActualControl opened 1 year ago

LOActualControl commented 1 year ago

Good afternoon,

I'm trying to upload a trained Custom Object Detection model to Google Cloud Storage and run inference using a Cloud Function. However, when I upload my function to the Google Cloud Platform, importing the CustomObjectDetection module fails. I think this is because one of the required packages is tkinter, which might not work in a cloud/headless platform? But I can't figure out why tkinter/a GUI would be required for imageai. Any help toward resolving this would be greatly appreciated! My code and the full stack trace of my error is below:

`import numpy as np from imageai.Detection.Custom import CustomObjectDetection

def predict(self): return "hello world"`

Deployment failure: Function failed on loading user code. This is likely due to a bug in the user code. Error message: Traceback (most recent call last): File "/layers/google.python.pip/pip/bin/functions-framework", line 8, in sys.exit(_cli()) File "/layers/google.python.pip/pip/lib/python3.9/site-packages/click/core.py", line 1128, in call return self.main(args, kwargs) File "/layers/google.python.pip/pip/lib/python3.9/site-packages/click/core.py", line 1053, in main rv = self.invoke(ctx) File "/layers/google.python.pip/pip/lib/python3.9/site-packages/click/core.py", line 1395, in invoke return ctx.invoke(self.callback, ctx.params) File "/layers/google.python.pip/pip/lib/python3.9/site-packages/click/core.py", line 754, in invoke return __callback(args, **kwargs) File "/layers/google.python.pip/pip/lib/python3.9/site-packages/functions_framework/_cli.py", line 37, in _cli app = create_app(target, source, signature_type) File "/layers/google.python.pip/pip/lib/python3.9/site-packages/functions_framework/init.py", line 288, in create_app spec.loader.exec_module(source_module) File "", line 850, in exec_module File "", line 228, in _call_with_frames_removed File "/workspace/main.py", line 2, in from imageai.Detection.Custom import CustomObjectDetection File "/layers/google.python.pip/pip/lib/python3.9/site-packages/imageai/Detection/init.py", line 2, in from tkinter import Image File "/layers/google.python.runtime/python/lib/python3.9/tkinter/init.py", line 37, in import _tkinter # If this fails your Python may not be configured for Tk ImportError: libBLT.2.5.so.8.6: cannot open shared object file: No such file or directory . Please visit https://cloud.google.com/functions/docs/troubleshooting for in-depth troubleshooting documentation.

EdwinAguirre92 commented 1 year ago

Good afternoon,

I'm also getting the same issue but with Azure cloud platform. However, I'm not sure why we need tkinter because of the following: image It seems like he is defining Image in line 2 but later he redefines Image in line 5 , so this leads me to believe that perhaps we do not need tkinter? Thoughts ?

LOActualControl commented 1 year ago

Yeah I noticed the same thing too @EdwinAguirre92 ! In fact, I assume the rest of the Image references in the functions/classes that follow are from the PIL import, rather than the tkinter import. Perhaps tkinter isn't necessary after all - I ended up actually using a different package than ImageAI for my current project, but removing tkinter could be helpful for future projects.