VladislavOstapov/k3s1-machine-eye-labs
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VladislavOstapov
2022-11-24 13:06:42 +03:00
parent c6e36a2f72
commit fffd3dbe72
4 changed files with 9 additions and 83 deletions
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79
lab4/1.yml
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@@ -1,81 +1,4 @@
%YAML:1.0
---
opencv_ml_svm:
format: 3
svmType: C_SVC
kernel:
type: RBF
gamma: 1.
C: 1.
term_criteria: { epsilon:1.1920928955078125e-07, iterations:1000 }
var_count: 1
class_count: 2
class_labels: !!opencv-matrix
rows: 2
cols: 1
dt: i
data: [ -1, 1 ]
sv_total: 50
support_vectors:
- [ 0. ]
- [ 0. ]
- [ 1.40129846e-45 ]
- [ 0. ]
- [ 1.40129846e-45 ]
- [ 1.40129846e-45 ]
- [ 0. ]
- [ 0. ]
- [ 2.80259693e-45 ]
- [ 0. ]
- [ 2.80259693e-45 ]
- [ 2.80259693e-45 ]
- [ 2.80259693e-45 ]
- [ 2.80259693e-45 ]
- [ 4.20389539e-45 ]
- [ 2.80259693e-45 ]
- [ 1.40129846e-45 ]
- [ 0. ]
- [ 0. ]
- [ 0. ]
- [ 0. ]
- [ 1.40129846e-45 ]
- [ 0. ]
- [ 2.80259693e-45 ]
- [ 1.40129846e-45 ]
- [ 0. ]
- [ 0. ]
- [ 0. ]
- [ 0. ]
- [ 1.40129846e-45 ]
- [ 2.80259693e-45 ]
- [ 2.80259693e-45 ]
- [ 1.40129846e-45 ]
- [ 1.40129846e-45 ]
- [ 0. ]
- [ 0. ]
- [ 0. ]
- [ 0. ]
- [ 0. ]
- [ 0. ]
- [ 1.40129846e-45 ]
- [ 0. ]
- [ 1.40129846e-45 ]
- [ 0. ]
- [ 2.80259693e-45 ]
- [ 0. ]
- [ 1.40129846e-45 ]
- [ 2.80259693e-45 ]
- [ 1.40129846e-45 ]
- [ 0. ]
decision_functions:
-
sv_count: 50
rho: 0.
alpha: [ 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1.,
1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., -1., -1., -1.,
-1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1.,
-1., -1., -1., -1., -1., -1., -1., -1., -1., -1. ]
index: [ 12, 15, 2, 16, 4, 5, 21, 24, 8, 31, 10, 11, 23, 13, 14,
29, 30, 32, 33, 40, 42, 44, 46, 47, 48, 19, 26, 27, 28, 1,
3, 25, 0, 7, 34, 35, 36, 37, 38, 39, 9, 41, 6, 43, 17, 45,
18, 20, 22, 49 ]
{}

4
lab4/lab4.py
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@@ -8,8 +8,8 @@ from PyQt5.QtCore import Qt
from sklearn.ensemble import RandomForestClassifier
from sklearn.metrics import accuracy_score
from PyQt5.QtGui import QImage, QPixmap
from PyQt5.QtWidgets import (QWidget, QApplication, QLabel, QVBoxLayout, QHBoxLayout, QPushButton,
QFileDialog,QComboBox,QMessageBox,QTextBrowser)
from PyQt5.QtWidgets import (QWidget, QApplication, QLabel, QVBoxLayout, QHBoxLayout, QPushButton,
QFileDialog, QComboBox, QMessageBox, QTextBrowser)
class Example(QWidget):