Changes between Version 26 and Version 27 of Other/Summer/2025/self-driving


Ignore:
Timestamp:
Jun 19, 2025, 2:35:37 PM (4 days ago)
Author:
MichelleGutwein
Comment:

Legend:

Unmodified
Added
Removed
Modified
  • Other/Summer/2025/self-driving

    v26 v27  
    5353We used the fisheye model to train on [[BR]]
    54541. Open a new terminal and connect to the rascal server's IP address by using this command: **ssh rascaltrain@10.244.176.240** [[BR]]
    55 2. Open **upcar/dataProcessing** and type **./copyFromCar.sh** which will get the files from the car and bring them over to the server [[BR]]
     552. Open **/upcar/dataProcessing** and type **./copyFromCar.sh** which will get the files from the car and bring them over to the server [[BR]]
    56563. It will ask you to select a host. Choose **1) rascal@172.24.114.238** which is the car's IP address [[BR]]
    57574. If it asks for a password it's always **si2022sdc** [[BR]]
    58585. It will ask you which sessions you want to copy over (pick the session version of the files you want that says smooth) [[BR]]
    59 6. If you go to sessions (**cd sessions**) and type **ls** your chosen files should be listed there [[BR]]
    60 7. Go back to **upcar** and move your data to rascaltraining/data: **mv dataProcessing/sessions/<your file name here> rascaltraining/data [[BR]]
    61 8. If you go into **rascaltraining/data** you should see your file listed [[BR]]
    62 9. Go back to **rascaltraining** and type the command: **python trainModel.py -m fisheye --center_width 30 --num_bins 3 --use_labels 1.0 -s labels** [[BR]]
     596. If you go to **/sessions** and type **ls** your chosen files should be listed there [[BR]]
     607. Go back to **/upcar** and move your data to /rascaltraining/data: **mv dataProcessing/sessions/<your file name here> rascaltraining/data [[BR]]
     618. If you go into **/rascaltraining/data** you should see your file listed [[BR]]
     629. Go back to **/rascaltraining** and type the command: **python trainModel.py -m fisheye --center_width 30 --num_bins 3 --use_labels 1.0 -s labels** [[BR]]
    636310. Now your model is being trained [[BR]]
    646411. To stop training press enter [[BR]]
    656512. Remember to stop training when the validation loss doesn't seem to be decreasing by a significant amount anymore to avoid overfitting [[BR]]
    66 13. To push your newly made model to gitlab, go to **cd savedModels** and type **git add -f <your model number here>** [[BR]]
     6613. To push your newly made model to gitlab, go to **/rascaltraining/savedModels** and type **git add -f <your model number here>** [[BR]]
    676714. Next type the command **git commit -m "<give it a name>"** [[BR]]
    686815. Next type the command **git push origin main** [[BR]]