Master of technology in information technology department of information science and



Download 0,79 Mb.
Pdf ko'rish
bet9/13
Sana22.07.2022
Hajmi0,79 Mb.
#835946
1   ...   5   6   7   8   9   10   11   12   13
Bog'liq
JANANI A

 
 
 


21 
3.7.7 Implementing the Model in Opencv 
 
Finally the model is implemented using a webcam where the video is 
read by frame and resized as necessary. Then, the preprocessing function is 
called to get the result of people wearing a mask and not wearing a mask along 
with the accuracy in percentage.
 
 
 
 
 
 
 
 
 
 
 
 
 


22 
CHAPTER 4 
IMPLEMENTATION AND RESULTS
System implementation uses the Architecture diagram mentioned above 
along with the hardware and software requirements to construct the model that 
can be used to achieve the objective of the project and produce results that can 
be used to analyze the expected output.
4.1 IMAGE PREPROCESSING 
Input
: Image from dataset.
Output 
: One hot encoding of the images.
Process Description 
Step 1:
First, the input image is resized to a particular resolution.
Step 2:
The resized image data and labels are updated and verified.
Step 3:
Then the image is converted into a numpy array finally one hot 
encoding is performed on the images.
Step 4:
The dataset is split into training and testing.


23 
Figure 4.1 Output of Image Preprocessing 
4.2 DATA AUGMENTATION
Input
: Image from dataset.
Output 
: Augmented input image.
Process Description

Download 0,79 Mb.

Do'stlaringiz bilan baham:
1   ...   5   6   7   8   9   10   11   12   13




Ma'lumotlar bazasi mualliflik huquqi bilan himoyalangan ©hozir.org 2024
ma'muriyatiga murojaat qiling

kiriting | ro'yxatdan o'tish
    Bosh sahifa
юртда тантана
Боғда битган
Бугун юртда
Эшитганлар жилманглар
Эшитмадим деманглар
битган бодомлар
Yangiariq tumani
qitish marakazi
Raqamli texnologiyalar
ilishida muhokamadan
tasdiqqa tavsiya
tavsiya etilgan
iqtisodiyot kafedrasi
steiermarkischen landesregierung
asarlaringizni yuboring
o'zingizning asarlaringizni
Iltimos faqat
faqat o'zingizning
steierm rkischen
landesregierung fachabteilung
rkischen landesregierung
hamshira loyihasi
loyihasi mavsum
faolyatining oqibatlari
asosiy adabiyotlar
fakulteti ahborot
ahborot havfsizligi
havfsizligi kafedrasi
fanidan bo’yicha
fakulteti iqtisodiyot
boshqaruv fakulteti
chiqarishda boshqaruv
ishlab chiqarishda
iqtisodiyot fakultet
multiservis tarmoqlari
fanidan asosiy
Uzbek fanidan
mavzulari potok
asosidagi multiservis
'aliyyil a'ziym
billahil 'aliyyil
illaa billahil
quvvata illaa
falah' deganida
Kompyuter savodxonligi
bo’yicha mustaqil
'alal falah'
Hayya 'alal
'alas soloh
Hayya 'alas
mavsum boyicha


yuklab olish