The top-down view problem is what I was facing when I was trying to use a detection model for a project with quadcopters. For this I had to train my object detector with the data we collected from that view. YOLO was used for this work.
Yes, replacing the fine-tuned model with compiled graph should work. I tried to keep it simple and intuitive to change the model so as to allow the use of any other custom models.
@mendeza, Thank you for the feedback. I am planning to add detectron models as well to this repository.
Initial intention of this project was to avoid direct dependency of any deep learning framework. I have only used pre-trained models and opencv for this project.
Making a tool for data labeling is an awesome idea. I will definitely like to work on it. We can collaborate on this if possible. You are also welcome to send in your pull requests.
This is a good idea! TF Object Detection framework takes a lot of effort to use on simple ideas, so frameworks that enable more abstraction the better!
Okay, I am not sure about others. But I was working on this as a fun project. And I wanted to share my work. Hope you find it useful and please let me know your suggestions and any additional improvements I can make.
Education should not be this expensive. If at all, it can be competitive. But it should be available and affordable to all. U of Chicago is not a best place to be in.
