From 1be5d0fe098f5c86107e780bfe9dd22b9ea1392b Mon Sep 17 00:00:00 2001 From: Kosterix08 Date: Wed, 12 Jun 2024 00:24:57 +0200 Subject: [PATCH] decisiontree with network --- app.py | 38 ++++++++++++++---------- classes/Jimmy_Neuron/predict_image.py | 36 ++++++++++++++++++++++ classes/agent.py | 2 ++ classes/data/data_initializer.py | 8 ++--- classes/data/klient.py | 8 ++--- database/clients.xml | 36 ++++++++++++---------- database/clientsimg/AndrzejKowalski.png | Bin 0 -> 27006 bytes database/clientsimg/DavidBowie.png | Bin 0 -> 30669 bytes database/clientsimg/JonSnow.png | Bin 0 -> 30931 bytes database/clientsimg/KamilStop.png | Bin 0 -> 32045 bytes decisiontree.py | 4 +-- 11 files changed, 91 insertions(+), 41 deletions(-) create mode 100644 classes/Jimmy_Neuron/predict_image.py create mode 100644 database/clientsimg/AndrzejKowalski.png create mode 100644 database/clientsimg/DavidBowie.png create mode 100644 database/clientsimg/JonSnow.png create mode 100644 database/clientsimg/KamilStop.png diff --git a/app.py b/app.py index 6e7c6d9..d18e2b5 100644 --- a/app.py +++ b/app.py @@ -11,10 +11,10 @@ import threading import time import random from classes.data.klient import Klient -from classes.data.klient import Klient +from classes.data.klient import KlientCechy import xml.etree.ElementTree as ET from decisiontree import predict_client - +from classes.Jimmy_Neuron.predict_image import predict_image pygame.init() window = pygame.display.set_mode((prefs.WIDTH, prefs.HEIGHT)) @@ -102,9 +102,8 @@ agent = Agent(prefs.SPAWN_POINT[0], prefs.SPAWN_POINT[1], cells) klient = Klient(prefs.GRID_SIZE-1, 17,cells) target_x, target_y = klientx_target-1, klienty_target - - def watekDlaSciezkiAgenta(): + assigned = False time.sleep(3) while True: if len(path) > 0: @@ -119,10 +118,26 @@ def watekDlaSciezkiAgenta(): elif isinstance(element, tuple): # Check if it's a tuple indicating movement coordinates x, y = element agent.moveto(x, y) + + neighbors = agent.get_neighbors(agent.current_cell, agent.cells) + for neighbor in neighbors: + if neighbor == klient.current_cell: + if not assigned: + random_client_data = random.choice(clients) + glasses = predict_image(random_client_data.zdjecie) + prediction = predict_client(random_client_data, glasses) + print("\nClient data:") + print(random_client_data) + print("Prediction (Adult):", prediction) + assigned = True + break + if assigned: + break + + time.sleep(1) def watekDlaSciezkiKlienta(): - assigned = False time.sleep(3) while True: if len(path2) > 0: @@ -138,20 +153,12 @@ def watekDlaSciezkiKlienta(): x, y = element2 klient.moveto(x, y) - if not assigned and klient.current_cell == cells[klientx_target][klienty_target]: + if klient.current_cell == cells[klientx_target][klienty_target]: klient.przyStoliku = True klient.stolik = klient.current_cell - random_client_data = random.choice(clients) - prediction = predict_client(random_client_data) - print("\nClient data:") - print(random_client_data) - print("Prediction (Adult):", prediction) - assigned = True - - if assigned: - break time.sleep(1) + path2 = klient.bfs2(klientx_target, klienty_target) print("Najkrótsza ścieżka:", path2) @@ -165,6 +172,7 @@ watek = threading.Thread(target=watekDlaSciezkiAgenta) watek.daemon = True watek.start() + running = True while running: for event in pygame.event.get(): diff --git a/classes/Jimmy_Neuron/predict_image.py b/classes/Jimmy_Neuron/predict_image.py new file mode 100644 index 0000000..3aa262d --- /dev/null +++ b/classes/Jimmy_Neuron/predict_image.py @@ -0,0 +1,36 @@ +import torch +from torchvision.transforms import Compose, Lambda +import torchvision.io as io + +device = torch.device('cuda') if torch.cuda.is_available() else torch.device('cpu') + +hidden_size = 135 * 64 +model = torch.nn.Sequential( + torch.nn.Conv2d(3, 6, 5), + torch.nn.MaxPool2d(2, 2), + torch.nn.Conv2d(6, 16, 5), + torch.nn.Flatten(), + torch.nn.Linear(53824, hidden_size), + torch.nn.ReLU(), + torch.nn.Linear(hidden_size, 32 * 32), + torch.nn.ReLU(), + torch.nn.Linear(32 * 32, 10), + torch.nn.LogSoftmax(dim=-1) +).to(device) + +model.load_state_dict(torch.load('model.pt', map_location=device)) +model.eval() + +def predict_image(image_path): + transform = Compose([Lambda(lambda x: x.float())]) + image = io.read_image(image_path, mode=io.ImageReadMode.UNCHANGED) + image = transform(image) + image = image.unsqueeze(0) + image = image.to(device) + with torch.no_grad(): + output = model(image) + predicted_class = output.argmax(dim=1).item() + print(predicted_class) + + return predicted_class + diff --git a/classes/agent.py b/classes/agent.py index fde3351..2be02c4 100644 --- a/classes/agent.py +++ b/classes/agent.py @@ -275,6 +275,8 @@ class Agent: dx = abs(current[0] - target[0]) dy = abs(current[1] - target[1]) return dx + dy + + diff --git a/classes/data/data_initializer.py b/classes/data/data_initializer.py index 9deebb2..0d8b958 100644 --- a/classes/data/data_initializer.py +++ b/classes/data/data_initializer.py @@ -85,8 +85,8 @@ for person in root.findall('person'): outfit_element = person.find('Outfit') outfit = outfit_element.text if outfit_element is not None else '' - glasses_element = person.find('Glasses') - glasses = glasses_element.text if glasses_element is not None else '' + image_element = person.find('Image') + image = image_element.text if image_element is not None else '' tattoo_element = person.find('Tattoo') tattoo = tattoo_element.text if tattoo_element is not None else '' @@ -107,10 +107,10 @@ for person in root.findall('person'): 'lysienie': balding, 'broda': beard, 'ubior': outfit, - 'okulary': glasses, 'tatuaz': tattoo, 'wlosy': hair, - 'zachowanie': behaviour + 'zachowanie': behaviour, + 'zdjecie': image } clients.append(KlientCechy(**person_data)) diff --git a/classes/data/klient.py b/classes/data/klient.py index 6cf7c60..dac2eab 100644 --- a/classes/data/klient.py +++ b/classes/data/klient.py @@ -14,7 +14,7 @@ class Klient: self.current_cell = cells[x][y] self.current_x = x self.current_y = y - przyStoliku = False + self.przyStoliku = False self.cells = cells self.X = x self.Y = y @@ -183,7 +183,7 @@ class Klient: class KlientCechy: - def __init__(self,imie,nazwisko,wiek,ulubiony_posilek,restrykcje_dietowe,zmarszczki, lysienie, broda, ubior, okulary, tatuaz, wlosy, zachowanie): + def __init__(self,imie,nazwisko,wiek,ulubiony_posilek,restrykcje_dietowe,zmarszczki, lysienie, broda, ubior, tatuaz, wlosy, zachowanie, zdjecie): self.imie = imie self.nazwisko = nazwisko self.wiek = wiek @@ -193,7 +193,7 @@ class KlientCechy: self.lysienie = lysienie self.broda = broda self.ubior = ubior - self.okulary = okulary + self.zdjecie = zdjecie self.tatuaz = tatuaz self.wlosy = wlosy self.zachowanie = zachowanie @@ -210,4 +210,4 @@ class KlientCechy: print("Klient ma juz przypisany stolik.") def __str__(self): - return f"Klient: {self.imie} {self.nazwisko} {self.wiek}, ulubione Danie: {self.ulubiony_posilek}, restrykcje diet: {self.restrykcje_dietowe}. Jego cechy to: zmarszczki: {self.zmarszczki}, lysienie: {self.lysienie}, broda: {self.broda}, ubior: {self.ubior}, okulary: {self.okulary}, tatuaz: {self.tatuaz}, wlosy: {self.wlosy}, zachowanie: {self.zachowanie}" + return f"Klient: {self.imie} {self.nazwisko} {self.wiek}, ulubione Danie: {self.ulubiony_posilek}, restrykcje diet: {self.restrykcje_dietowe}. Jego cechy to: zmarszczki: {self.zmarszczki}, lysienie: {self.lysienie}, broda: {self.broda}, ubior: {self.ubior}, tatuaz: {self.tatuaz}, wlosy: {self.wlosy}, zachowanie: {self.zachowanie}" diff --git a/database/clients.xml b/database/clients.xml index 098221b..86b5022 100644 --- a/database/clients.xml +++ b/database/clients.xml @@ -6,13 +6,14 @@ Tatar Meat No - Yes - Yes + No + No Messy - No + Yes No - Color + Natural Energetic + database\\clientsimg\\DavidBowie.png Kamil @@ -23,11 +24,12 @@ No No No - Messy + Casual No No - Color + Natural Energetic + database\\clientsimg\\DavidBowie.png Jon @@ -36,14 +38,15 @@ Grochówka Vegan No - No - No + Yes + Yes Messy No - No + Yes Color - Energetic - + Stressed + database\\clientsimg\\DavidBowie.png + Andrzej Kowalski @@ -52,11 +55,12 @@ Meat No No - No - Messy - No + Yes + Formal + Yes No - Color - Energetic + Grey + Calm + database\\clientsimg\\AndrzejKowalski.png \ No newline at end of file diff --git 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out_file=None, "Behaviour": random.choice(['Energetic', 'Stressed', 'Calm']) } """ -def predict_client(client_data): +def predict_client(client_data,glasses): new_client = { "Wrinkles": client_data.zmarszczki, "Balding": client_data.lysienie, "Beard": client_data.broda, "Outfit": client_data.ubior, - "Glasses": client_data.okulary, + "Glasses": 'Yes' if glasses == 1 else 'No', "Tattoo": client_data.tatuaz, "Hair": client_data.wlosy, "Behaviour": client_data.zachowanie