I don't think so because desperation refers to lack of hope (literally; check out the eymology). If you have no hope, why would you embark on a startup. Startups are an expression of hope.
Perhaps something like “hunger” might be a better term
Startups get desperate when they are failing: running out of funding runway without the business taking off. But long before that, there is a lot of excitement and optimism.