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notes.txt
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- Runserver on Local-server: python3 manage.py runserver
- Runserver on Wireless LAN: python3 manage.py runserver 192.168.100.35:8000
- ipAddress of Wifi: ipconfig getifaddr en0
- to execute: python3 manage.py runserver <ip_addr>:<port_no>
- to clear table in SQLite: <model_name>.objects.all().delete()
- Log of all Git Commits: https://api.github.com/repos/Kumar-laxmi/Auscultation-Simulator-Application/commits
- Activate Virtual Environment: source virtualenv/bin/activate
- Locate prj on Raspberry Pi: cd Downloads/Auscultation-Simulator-Application
- Set Volume: amixer -c 3 set Speaker 90%
- Get Volume: amixer -c 3 get Speaker | awk -F"[][]" '/Left:/ { print $2 }'
- Set Volume (Subprocess - Python): os.system('amixer -c 3 set Speaker 45%')
- Add default program in Background sudo crontab -e
- @reboot sudo python <pwd>
- Animation: cmatrix -BC blue
- Updating Raspberry Pi: sudo apt update
- sudo apt full-upgrade
Table 1. Training & Validation Performance of Model for all Classes
Model summary: 168 layers, 11127132 parameters, 0 gradients, 28.4 GFLOPs
Class Images Instances Box(P R mAP50 mAP50-95): 100% 11/11 [00:30<00:00, 2.80s/it]
all 347 5594 0.991 0.986 0.993 0.874
Bicycle 347 410 0.984 0.976 0.993 0.618
Car 347 3632 0.998 0.992 0.995 0.937
Bus 347 323 0.999 0.994 0.995 0.989
Lorry 347 1229 0.983 0.982 0.988 0.951
Class Images Instances Box(P R mAP50 mAP50-95): 100% 22/22 [00:31<00:00, 1.44s/it]
all 347 5594 0.99 0.978 0.992 0.862
Bicycle 347 410 0.969 0.949 0.985 0.578
Car 347 3632 0.997 0.989 0.995 0.936
Bus 347 323 0.998 0.994 0.995 0.987
Lorry 347 1229 0.995 0.982 0.995 0.946