I'm not really a hardware person. Are your relays relay modules or just relays? For the latter,
- You're missing flyback diodes over the transistors.
- What is the coil current?
Why do you mix BC337 and IRLZ44? I doubt that the BC337 is suitable to drive relays. The base current will be around 0.5mA and with a worse case HFE of 60 you can only drive 30 mA (as said, not really a hardware person so I can see this wrong).