Step 1.
To evaluate certain method works or not,
Human and AI is very different.
for example:
block breaker label line intersect with address number label line, so I can know the block range for address number. The address number label only have last 2 digit, missing front 2 digit. Front 2 digit is block range. Would this method works on all case? What situation this method does not work
Step 2.
AI respond 8 possible exception that would not work.
Only #3 curved road, match my case.
#1 - #8, except #3 either not a problem, which can be easy fix
or does not match my case.
AI does not weight each one, AI think all 1 to 8 are problem make this method does not work.
While human weight each one, only #3 curved road is real problem. the other #1 to #8 are not a problem.
AI does evaluate, but not like human to weight each options
Step 3.
AI gives suggestion, sounds great! but not doable, or not match my case.
These suggestion must be other people's past experience, AI learned it.
Human weight these suggestion found they are great, but not match my case, not doable.
Step 4.
Human brain is slow and foolish, not smart like AI, know nothing about other people's past experience.
Human can use eye to look the map, to find where it not work.
Physically look map is slow process compare to AI, but it more accurate to match exactly my case.
Below is human finding:
#1, label angle is off, cause block leader off the road.
black line should align with street, but it angled in wrong way.
Step 5.
#2 curved road, cause only half segment works, red arrow area not work
Step 6.
#2 curved road, or label angle isn't right, red arrow area not work
black line should align with real street.
Step 7.
#3 red arrow (label angle isn't right),
black line should align with real street.
blue arrow ( label angle is correct ).
label angle is mostly correct, but use eyes can find some isn't correct.
Step 8.
#4 red arrow (label angle isn't right),
black line should align with real street.
blue arrow ( label angle is correct ).
Step 9.
#5, curved road, angle isn't align with real street.
Step 10.
Compare AI inspection vs Human inspection:
AI suggest 8 possible exception, only this #3 is matching my case. the rest of them are NOT match my case.
Human inspection by eyes, found curved road, and wrong label angle will cause problem.
Not found other problem.
Step 11.
AI does "think", use other people's experience and some "logic" they may have, provide multiple options.
AI does not weight each options, can not tell you which options best match your case,
can not tell you which path is best for you.
Human use eye physical inspection, found error, slow, but very accurate match case.
Human can weight AI's options, determine which make sense, which does not match.
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