READ.ME

1. used libraries

numpy                     2.1.3
opencv-python             4.10.0

2. how to run each task and where to look for the output file.

Task 1 and Task 2:
script: script_predictii.py
functions: extrage_careu(image), extrage_patrat(img1, a, b), extrage_piese(img1, img2), identify_piece(target_img)
    extrage_careu returns only the relevant part of the photos
    extrage_patrat return a specific piece on the board with indexes a and b
    extrage_piese calculates the mean difference for every possible piece on 2 photos and for the biggest one calls identify_piece using the previous 2 functions
    identify_piece returns the most probable number for a specifiec piece I pass as an argument
    Calling extrage_piese calls all the other functions and return a response for both Task 1 and Task 2
output: the output file is output/turn.txt, where turn is the name of every turn of the game

Task 3:
script: script_predictii.py
functions: get_score(numar, locatie, tabla), tabla_start()
    tabla_start return the game board without any pieces on it
    get_score calculates the score for each piece added based on the outputs of Task 1 and Task 2
output: the output file is output/x_scores.txt, where x is the number for each game