About Python API

[XLechter]

Thanks for providing this brilliant repo.

It works well on the web app. May I know is there a Python API I can use in the Python script? For example, I have two images and want to perform keypoint detection, matching, and ransac with different methods.

Thank you so much!

[Vincentqyw]

Sure, you can find it here and this example.

[VeeranjaneyuluToka]

Just wondering, in case if we want to use our own samples, do you suggest to look into parameters to tune further to improve accuracy?

[Vincentqyw]

Just wondering, in case if we want to use our own samples, do you suggest to look into parameters to tune further to improve accuracy?

I suggest starting with the algorithm's default parameters and evaluating their accuracy with your samples. If the results are not up to par, it might be more beneficial to consider a different algorithm. Fine-tuning the parameters should be your last resort, as it can be a complex and time-consuming process.

[VeeranjaneyuluToka]

I understand, I am yet to read through each approach details and understand a bit more meanwhile do you have any recommendation on the approach/method that would be generizable to any data? I have quick glance and looks like GIM is testing with youtube images.

[Vincentqyw]

Update: I added a Python API using FastAPI. See the details in this PR: #77. I included a server and an example client. You can start the API with the following commands:

python -m imcui.api.server

Then, open another terminal:

python -m imcui.api.client