A User Interface for DETR built with Dash. 100% Python. Click here for a demo.
The release of DETR: End-to-End Object Detection with Transformers showed significant improvement in real-time object detection and panoptic segmentation (PS), while greatly simplifying the architecture. As a mean to test the model, we decided to build a simple Dash app that let you experiment and play with the model through a user interface.
The code is open-source and ready to be forked.
The app was written 200 lines of code (in addition to modelling), and only took a few hours.
From development to production in minutes with Dash Kubernetes - no need to spend hours figuring out deployment.