Week 1

1. See the Action Items for CCTV project here.
2. See the Action Items for DeepVibe project here.

ToDo

• CCTV GIS+Prediction: Porting the latest code to our git repo and testing - ongoing

  • First nb complete 2 and 3 are in progress
  • Add writing to shape files component following the previous lightGBM notebook.
  • Need to save a trained model as currently we only save the optimal hyper-parameters.

• CCTV-Apps documentation update

  • Docs should be refreshed to reflect the latest status of the apps
  • Draw a mermaid diagram for the dataflow for each app.

• Document the run details on the binary model training on 'I&I'

  • Now need to copy the training images from the corresponding locations to the MSI (either from Google Drive or downloaded VS_Research folder)
  • Proposed set of updates are present here

• Document pipe-breaks

November 1, 2023

1. PPT deck
   • Draft ready
2. NK analysis
   • Do we need any code modifications to obtain this?
3. LLM with new data by grouping multiple topics together (metadata + value based on time)
   • Will creating JSON strings aggregating metadata and multiple topics help?
   • Does the LLM run as part of the process?
4. Videos
   • Run yolo on the newly shared videos
5. txt-to-speech
   • Will run it myself or let Sudhir run it on his laptop (/home/gqc/git/gqc/AI3/audio.py in MSI)

• Setup a rclone copy --update job in MSI once the ext drive with VS_Research is mounted to it
  • Jake will do it.