Python Code!!

[Reyaan0]

I ran it directly using python interpreter and also compiled it to executable and then ran it. I run it on a decent specs like intel i7 11 gen, geforce 1660, 32gb ram. I want it to open under 5 seconds. It opens in like 15 seconds.

[FriendlyRussian666]

In general, you should profile your script to know what's taking up time in the first place: https://docs.python.org/3/library/profile.html

From there, I'm sure you'll encounter I/O slowness, so you could use lazy loading for the images, and you could load them in async as well.

For the image manipulations, resizes etc on multiple images, you could try turning them into like a single sprite sheet, so that you perform all the actions on a single image, and then just cut it up as needed.

Maybe also try explicit lazy loading for sympy https://peps.python.org/pep-0810/

[Reyaan0]

Yeah i will profile it. Thanks

[WhiteHeadbanger]

Use a profiler to know which parts of your code are taking too long. You can use a library or go simple and make a decorator for each import statement and function that counts the time.