All code is in UI folder. Streamlit is an open-source app framework specifically for machine-learning projects. It opens a browser tab on localhost and updates automatically as code is changed.
total counts of objects belonging to classes and subclasses (example included, need working model to fully implement)
map with interesting objects plotted (implemented, see API reference for clarification)
raw data (implemented with sample data, includes class, subclass, timestamp, and coordinates; should add altitude/depth if appropriate)
Spot Sharks:
map (same as above)
video frames navigation
slider widget is interactive and controls frame selected - may be helpful to change to timestamp slider (haven't found an good way to do that with Streamlit yet)
should draw boxes using cv2
Next steps:
get model running on local machine (finally done :), see Casey's code
All code is in UI folder. Streamlit is an open-source app framework specifically for machine-learning projects. It opens a browser tab on localhost and updates automatically as code is changed.
To run:
streamlit run filename
Streamlit API reference
Features:
Next steps: