From 4acea19558787ebf7d18ade233c1c3f94e60f928 Mon Sep 17 00:00:00 2001 From: secret_dude Date: Tue, 1 Jun 2021 22:47:53 +0200 Subject: [PATCH] minor changes --- createNeuralNetworkDatabase.py | 37 +++++++++++++++++++++++++++++++++ main.py | 5 +++-- treedata/DecisionTree.pkl | Bin 4110 -> 4110 bytes treedata/mydecisiontree.png | Bin 124762 -> 109055 bytes 4 files changed, 40 insertions(+), 2 deletions(-) create mode 100644 createNeuralNetworkDatabase.py diff --git a/createNeuralNetworkDatabase.py b/createNeuralNetworkDatabase.py new file mode 100644 index 0000000..4a36f49 --- /dev/null +++ b/createNeuralNetworkDatabase.py @@ -0,0 +1,37 @@ +import os +import cv2 +import matplotlib +import numpy as np +import matplotlib.pyplot as plt + +path_potatoes = 'neural_network\\images\\potatoes' +path_beetroot = 'neural_network\\images\\beetroot' +size = 250 + +#POTATOES +training_data_potatoes = [] +for img in os.listdir(path_potatoes): + pic = cv2.imread(os.path.join(path_potatoes,img)) + pic = cv2.cvtColor(pic,cv2.COLOR_BGR2RGB) + pic = cv2.resize(pic,(size,size)) + training_data_potatoes.append([pic]) + +np.save(os.path.join('neural_network','potatoes-dataset'),np.array(training_data_potatoes)) + +saved_potatoes = np.load(os.path.join('neural_network','potatoes-dataset.npy')) + +#BEETROOT +training_data_beetroot = [] +for img in os.listdir(path_beetroot): + pic = cv2.imread(os.path.join(path_beetroot,img)) + pic = cv2.cvtColor(pic,cv2.COLOR_BGR2RGB) + pic = cv2.resize(pic,(size,size)) + training_data_beetroot.append([pic]) + +np.save(os.path.join('neural_network','beetroot-dataset'),np.array(training_data_beetroot)) + +saved_potatoes = np.load(os.path.join('neural_network','beetroot-dataset.npy')) + +# for i in range(5): +# plt.imshow(np.array(training_data_potatoes[i]).reshape(size,size,3)) +# plt.show() \ No newline at end of file diff --git a/main.py b/main.py index 5125206..7c3fbd4 100644 --- a/main.py +++ b/main.py @@ -1,5 +1,3 @@ -import pygame - import Board import FindPath import TractorAction @@ -12,9 +10,12 @@ from TractorLoad import TillageUnit from constants import * from manualSteering import manualSteeringDriver import joblib +import pygame + pygame.init() + display = pygame.display.set_mode((DISPLAY_SIZE_HORIZONTAL, DISPLAY_SIZE_VERTICAL)) pygame.display.set_caption('Tractor') diff --git a/treedata/DecisionTree.pkl b/treedata/DecisionTree.pkl index c48082d4a2fde99c9022517272a0a26a0c885ab8..00fec2ba7187f28d3738c4dfb18ab1cdff5c0e03 100644 GIT binary patch delta 24 gcmeBE=u_Ar&oy~Di@;=ku7t_gS@|~4BBB9UG8PGygfz4yr8o36-8X4!-yJ0zK>l1)NLR(5vw=J}lG z*>zv{{oKFb^Lozfj|&~=aeR;O@tN=U`*VcdSCT%DM~R0(AkNFm+*L&&&QT!{XQ*+o z;4i0T>lWaD=S<|K?;=i6|GlisjYA;l5VCh~Kk!Ul8V&G#(4V%u=5n^MXur#9H0+S; 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