Dear Tanishq,
Thank you. I have been thinking about such an approach. The images are 4080 x 3072 pixels. I am thinking about cutting these into more or less 1000 by 1000.
Another thing I am struggling with is how much to annotate and more importantly whether to annotate the things I am not interested in.
My reasoning is that annotating the things I am not interested in might help:
I am interested in object A. However, object A is always found on one side of object B. On the other side we see sometimes object C.
I am not interested in object C. But if you recognise C, then you know that A should be on the other side of B. (I assume that B is in fact not too hard to recognize).
In this situation it seems to me that annotating object A, B and C is relevant. But I am not sure.
As mentioned, I am a bit of a newbie and the annotation part is really pushing me in all directions.
Best wishes, Louis