You lose about -3.5dB per split, and 50' of RG6/U has about -2.5dB of signal loss. This puts you at about -6dB signal, which is one fourth the signal strength of the input.
You might want to put a coax amplifier in front of the splitter. You could get a 15dB 2-way cable amp for roughly $25 which would help.

If you do go this route, please make sure it's connected to a clean power source because most coax amplifiers can feed power noise into the signal very easily.