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Merge branch 'master' of https://git.wmi.amu.edu.pl/s464873/InteligentnySaper

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This commit is contained in:
Wiktor Dudek 2022-09-08 00:44:15 +02:00
commit a6136b1bf3
3 changed files with 37 additions and 5 deletions
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6
classes/neuralNetwork.py
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@ -3,8 +3,8 @@ import tensorflow as tf
import numpy as np
import warnings
import os
from keras.utils import load_img
import keras
from tensorflow.keras.utils import load_img
from tensorflow import keras
from sklearn.model_selection import train_test_split
from keras.preprocessing.image import ImageDataGenerator
from keras import Sequential
@ -91,7 +91,7 @@ class NeuralNetwork():
compile=True
)
def recognize(self, image_path):
image = keras.utils.load_img(image_path, target_size=(image_size, image_size))
image = load_img(image_path, target_size=(image_size, image_size))
image_array = keras.utils.img_to_array(image)
image_array = keras.backend.expand_dims(image_array, 0)

4
main.py
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@ -12,12 +12,12 @@ import pandas as pd
from classes import system, minesweeper, ai, decisionTrees
# ustalenie wielkości pojedyńczych kawałków mapy, oraz wielkości mapy
TILE_SIZE = 96
TILE_SIZE = 72
TILES_X = int(12)
TILES_Y = int(10)
# wł/wył muzyki
MUSIC = False
MUSIC = True
# ustalenie FPS
FPS = 60

32
outputs/rules/rules.json
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@ -1,4 +1,5 @@
[
<<<<<<< HEAD
{"current_level": 1, "leaf_id": "6c32ed43-2efd-11ed-96f6-4ccc6afd6a08", "parents": "root", "rule": "else: return 'detonate'", "feature_idx": -1, "feature_name": "", "instances": 200, "metric": 0, "return_statement": 0, "tree_id": 0},
{"current_level": 1, "leaf_id": "6c3375b0-2efd-11ed-a86e-4ccc6afd6a08", "parents": "root", "rule": "if obj[4]<=80.67436609605278:", "feature_idx": 4, "feature_name": "Random_detonation_chance", "instances": 200, "metric": 0.9964625048848765, "return_statement": 0, "tree_id": 0},
{"current_level": 2, "leaf_id": "6c412666-2efd-11ed-9404-4ccc6afd6a08", "parents": "6c3375b0-2efd-11ed-a86e-4ccc6afd6a08", "rule": "else: return 'detonate'", "feature_idx": -1, "feature_name": "", "instances": 161, "metric": 0, "return_statement": 0, "tree_id": 0},
@ -28,4 +29,35 @@
{"current_level": 3, "leaf_id": "6cc644e5-2efd-11ed-99f9-4ccc6afd6a08", "parents": "6cc644e4-2efd-11ed-9561-4ccc6afd6a08", "rule": "return 'detonate'", "feature_idx": 2, "feature_name": "Protection_from_defuse", "instances": 161, "metric": 0, "return_statement": 1, "tree_id": 0},
{"current_level": 1, "leaf_id": "6cd72945-2efd-11ed-a270-4ccc6afd6a08", "parents": "root", "rule": "if obj[4]>80.67436609605278:", "feature_idx": 4, "feature_name": "Random_detonation_chance", "instances": 200, "metric": 0.9964625048848765, "return_statement": 0, "tree_id": 0},
{"current_level": 2, "leaf_id": "6cd72946-2efd-11ed-a940-4ccc6afd6a08", "parents": "6cd72945-2efd-11ed-a270-4ccc6afd6a08", "rule": "return 'detonate'", "feature_idx": 4, "feature_name": "Random_detonation_chance", "instances": 200, "metric": 0, "return_statement": 1, "tree_id": 0}
=======
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{"current_level": 6, "leaf_id": "8beb3173-e806-11ec-9c8b-989096c0661b", "parents": "8be6c6c6-e806-11ec-97ef-989096c0661b", "rule": "if obj[0]>3:", "feature_idx": 0, "feature_name": "Size(bigger_more_difficult)", "instances": 65, "metric": 0.33352200393097664, "return_statement": 0, "tree_id": 0},
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{"current_level": 6, "leaf_id": "8bf5ee43-e806-11ec-8b7d-989096c0661b", "parents": "8be6c6c6-e806-11ec-97ef-989096c0661b", "rule": "if obj[0]<=3:", "feature_idx": 0, "feature_name": "Size(bigger_more_difficult)", "instances": 65, "metric": 0.33352200393097664, "return_statement": 0, "tree_id": 0},
{"current_level": 7, "leaf_id": "8bf5ee44-e806-11ec-8ad3-989096c0661b", "parents": "8bf5ee43-e806-11ec-8b7d-989096c0661b", "rule": "return 'defuse'", "feature_idx": 0, "feature_name": "Size(bigger_more_difficult)", "instances": 65, "metric": 0, "return_statement": 1, "tree_id": 0},
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{"current_level": 6, "leaf_id": "8c0ed518-e806-11ec-9cd2-989096c0661b", "parents": "8c0af2e2-e806-11ec-adc7-989096c0661b", "rule": "else: return 'defuse'", "feature_idx": -1, "feature_name": "", "instances": 32, "metric": 0, "return_statement": 0, "tree_id": 0},
{"current_level": 6, "leaf_id": "8c0f5dc0-e806-11ec-9467-989096c0661b", "parents": "8c0af2e2-e806-11ec-adc7-989096c0661b", "rule": "if obj[0]<=7:", "feature_idx": 0, "feature_name": "Size(bigger_more_difficult)", "instances": 32, "metric": 0.6252624052234231, "return_statement": 0, "tree_id": 0},
{"current_level": 7, "leaf_id": "8c0f5dc1-e806-11ec-82ed-989096c0661b", "parents": "8c0f5dc0-e806-11ec-9467-989096c0661b", "rule": "return 'defuse'", "feature_idx": 0, "feature_name": "Size(bigger_more_difficult)", "instances": 32, "metric": 0, "return_statement": 1, "tree_id": 0},
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{"current_level": 7, "leaf_id": "8c19dfdf-e806-11ec-943f-989096c0661b", "parents": "8c19cc5c-e806-11ec-933f-989096c0661b", "rule": "return 'defuse'", "feature_idx": 0, "feature_name": "Size(bigger_more_difficult)", "instances": 32, "metric": 0, "return_statement": 1, "tree_id": 0},
{"current_level": 4, "leaf_id": "8c39a13d-e806-11ec-a917-989096c0661b", "parents": "8bd4e176-e806-11ec-a35e-989096c0661b", "rule": "if obj[1]>1997.8794790831414:", "feature_idx": 1, "feature_name": "Year(older_more_difficult)", "instances": 116, "metric": 0.3936164041111624, "return_statement": 0, "tree_id": 0},
{"current_level": 5, "leaf_id": "8c39a13e-e806-11ec-8247-989096c0661b", "parents": "8c39a13d-e806-11ec-a917-989096c0661b", "rule": "return 'defuse'", "feature_idx": 1, "feature_name": "Year(older_more_difficult)", "instances": 116, "metric": 0, "return_statement": 1, "tree_id": 0},
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{"current_level": 1, "leaf_id": "8c795e81-e806-11ec-9ecc-989096c0661b", "parents": "root", "rule": "if obj[4]>80.67436609605278:", "feature_idx": 4, "feature_name": "Random_detonation_chance", "instances": 200, "metric": 0.9964625048848765, "return_statement": 0, "tree_id": 0},
{"current_level": 2, "leaf_id": "8c795e82-e806-11ec-8dc1-989096c0661b", "parents": "8c795e81-e806-11ec-9ecc-989096c0661b", "rule": "return 'detonate'", "feature_idx": 4, "feature_name": "Random_detonation_chance", "instances": 200, "metric": 0, "return_statement": 1, "tree_id": 0}
>>>>>>> bb0d847ea1781085a27a880c6e55828d12b98585
]