Not if you run 50 amp to the garage. 8/3 will hold that .I run my whole shop on 50 amp .Saws ,joiner ,planer ,hand tools ,and I have 220 for a compressor. 24 feet of fluorescence 2 garage openers and a frig for bait and beer.
If you can get the wires out there you are set unless every thing is...