A deep learning based car damage classifier and detector.
A flask server running on google cloud vm using pytorch, numpy and mysql_db to serve image classification predictions. Can be easily modified to run image detection
Refer to Readme.md file in "Flask Server"
| Classes | Train Size | Test Size |
|---|---|---|
| Bumper Dent | 150 | 30 |
| Scratch | 112 | 22 |
| Door dent | 146 | 25 |
| Glass Shatter | 104 | 25 |
| Head-lamp Broken | 107 | 20 |
| Tail-lamp Broken | 39 | 11 |
| Smashed | 256 | 30 |
| No Damage is more | 949 | 225 |