It indeed would be much better.
There’s a reason the old CV methods aren’t used much anymore.
If you want to anything even moderately complex, deep learning is the only game in town.
If you want to anything even moderately complex, deep learning is the only game in town.
And often the CNNs are so finicky about noise or distortion that you need something as an input stage to clean up the data.