Can't tell if that's sandy/grassy or if those are really small rocks. Yeah, you're going to have to go pretty far from shore based on the slope of the terrain, that looks like it will be about 5' deep in that bay, which is fine, but you'll have to be creative setting your anchor.
My advice would be to anchor parallel of shore and set a stern anchor to keep the boat from running aground. This is what I have in mind: bow anchor in the middle of the bay, shore spike with a tension line on the windward side (this will be the side you retrieve from as well). Slack line with a shore spike into the bay opposite side on a slack line (just in case wind changes directions and you need to adjust your tension line in a hurry).
Also, depending on how far it is from your camp... dropping bow anchor right off that point and then pulling a bunch of scope out and dropping a midship starboard anchor in the bay would be a really good way to keep the boat safe. Just wouldn't be very convenient for loading and unloading.
If you try to drop anchor in the middle of that bay and then stern to shore toward the camera, you'll just drag your anchor since the bottom will be on a downward slope, you'll likely not have a firm set.