Hi @Rishabh Jain,

Ans:
1) Ya correct, Your weight file storing into your backfolder which you mentioned. Also storing the .backup file.
2) Use my Tool for draw the bounding box.
3) See the avg loss in every iterations. Run the nvidia -smi command for showing memory.