Changes between Version 26 and Version 27 of Other/Summer/2025/self-driving
- Timestamp:
- Jun 19, 2025, 2:35:37 PM (4 days ago)
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Other/Summer/2025/self-driving
v26 v27 53 53 We used the fisheye model to train on [[BR]] 54 54 1. 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]]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]] 56 56 3. It will ask you to select a host. Choose **1) rascal@172.24.114.238** which is the car's IP address [[BR]] 57 57 4. If it asks for a password it's always **si2022sdc** [[BR]] 58 58 5. 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 torascaltraining/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]]59 6. If you go to **/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]] 63 63 10. Now your model is being trained [[BR]] 64 64 11. To stop training press enter [[BR]] 65 65 12. 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 ** cdsavedModels** and type **git add -f <your model number here>** [[BR]]66 13. To push your newly made model to gitlab, go to **/rascaltraining/savedModels** and type **git add -f <your model number here>** [[BR]] 67 67 14. Next type the command **git commit -m "<give it a name>"** [[BR]] 68 68 15. Next type the command **git push origin main** [[BR]]