Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Build-in ML models' performance #5

Open
ZhiruiFeng opened this issue Feb 10, 2019 · 0 comments
Open

Build-in ML models' performance #5

ZhiruiFeng opened this issue Feb 10, 2019 · 0 comments

Comments

@ZhiruiFeng
Copy link
Owner

The project uses existing Deep Learning models for object detection and scene detection. Fine-tuning ML models are not within the scope of Data Engineering, thus the first version of this project doesn't consider the performance of these modules. For example, current object detection could not work on dark night frames.

However, this project's architecture decouples every processing modules and treats ML modules as API, which makes it very flexible to adjust and change to new models.

We welcome users and contributors to put customized detection modules in src.processing.objdetector.py and src.processing.scenedetector.py.

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Projects
None yet
Development

No branches or pull requests

1 participant