Aside from the original question which the crew suggested to use single point AF for that situation this new tech, as stated, ML is a whole new animal. While amazing IMO it is still pretty new and sometimes the algorithms need some help. It's just a computer trying to figure out what you want and when it gets it wrong how do correct that? This will get much better as the camera companies continue to train AI but for now.
You have seen the term override. It's a term/method developed by users and has evolved over the years. Basically if Eye Detect AF does not find the eye of your subject or picks the wrong subject what do you do to correct that?
Basically you map a button like AF-ON or the * to go into a non eye detect mode like single point, spot or zone. You get that on your subject, release the override button you mapped and eye snaps in. As long as your subject is in reasonable focus the system will find the eye.
I do this a little differently than most. When I owned the Canon 7D I never mapped AF to a back button like the AF-ON. I had no issues keeping the shutter half pressed while tracking something like a bird while taking burst sequences. When I got my 7D2 I decided to map AF to the AF-ON button and I have to say it was a real adjustment.
When this new Eye AF technology came out I decided to go back to having AF and Metering on the shutter button. I paid a lot money for this new tech so I figured I will let it do its job first and I'll intervene if I need to. Most of the time it is pretty good. I press the shutter half way and it will find the eye. If not it finds the head. If not the head then the torso. When the eye gets good enough for the system then it goes back to it.
These new cameras have a feature called Preview AF which is located on tab 3 of the purple AF menus. It will find an eye by just waking the camera up without pressing any buttons. If I have the shutter half pressed while tracking and I happen to lift my finger off the shutter button have way it kicks in and continues to AF. Quite a few people don't like that feature but I love it.
That freed up the AF-ON button for other purposes. It's my override for Eye Detect failure. I find it easier and faster to toggle it on and off when needed instead of lifting my thumb off the AF-ON and then pressing the * button. Some use that method.
Many like to use spot focus for override which to this day I have still not figured out why. I don't need a specific area in focus when I override, I just need the body in focus. I used to use Single point but these days I use Zone AF. The bigger the AF point or the more of them the more contrast the system has to work with. I have the option to choose Single or Spot if I need to but Zone works 90% of the time for me, especially for BIF.
NOTE: When I override I do not move the AF point/s around. Too slow for me. I physically move the camera so the point/s land on my subject, release the override to go back into Eye Detect AF and recompose. In fact I have not enabled the joystick or LCD on my cameras to use that.
This also freed up the * button. I use it to toggle between Whole Area AF, Zone AF, Single and Spot AF - all using Eye Detect. So when I choose Single point AF and press the shutter button that AF mode with Eye detect comes up.
There are many ways to do this. You can use spot, single point, zone AF for examples in non eye detect with the shutter button, pre-focus it on your subject first and then press the AF-ON that goes into Eye Detect AF. That is a very popular method.
There is a bit to digest here. You don't need to learn this overnight but it will really enhance your shooting enjoyment. You take control over your camera instead it the other way around. Find an override method that works for you.
I'll post a few videos later but here is one of my favourite examples. It's a Canon vs Sony shootout but watch the Canon clips. See how he uses expansion AF when the camera can't find the eye. This is what got me started on all of this. At minute 3:12 he is using Expansion AF wth Preview AF which is that white broken AF square on her eye. Then she moves down and AF is completely lost. Another great example at 3:58.
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