Have a sit down with him, explain that the chores are not just your responsibility, that you're suffering. That you're literally sick right now and he should be stepping up.

Then you'll not be able to say he doesn't see it.

I am literally unemployed due to my mental health being so severe. I still support my SO where I am able to (with reasonable adjustments and understanding on worse days). His potential depression isn't an excuse.