Create a Raspberry Pi Smart Security Camera with Python

Name: Create a Raspberry Pi Smart Security Camera with Python
Brand: ZENVA
Price: 37.00 USD
Availability: Discontinued

4.5 Hours

$37.00$200.00

You save 81%

Create a Raspberri Pi Smart Security Camera with Python

36 Lessons (4.5h)

Introduction
Intro3:54
Project Files
Image Processing Basics
1-1 Images7:45
1-2 Matrices9:10
1-3 Matrix Addition and Subtraction6:54
1-4 Constraints on Matrix Addition and Subtraction3:22
1-5 VirtualBox19:08
1-6 Numpy Matrices3:38
1-7 Scalar Multiplication7:23
1-8 Numpy Matrix Operations7:50
1-9 OpenCV Basics8:24
1-10 Color Models12:03
1-11 Colorspace Conversion5:59
1-12 Brightness and Contrast14:20
1-13 Brightness and Contrast6:57
1-14 Kernels8:24
1-15 Intro to Convolution9:21
1-16 Convolution Example9:18
1-17 Convolution Detailed Example8:34
1-18 Convolution6:32
Security Camera
1-1 Summation Notation18:39
1-2 Numpy Matrix Elements Sum8:33
1-3 L1 Norm10:11
1-4 Numpy L1 Norm6:26
1-5 Sum of Squared Errors7:58
1-6 Numpy Sum of Squared Errors5:00
1-7 Mean Squared Error10:20
1-8 Numpy Mean Squared Error4:26
1-9 Structural Similarity9:49
1-10 Comparison of MSE and SSIM10:09
Raspberri Pi
2-1 Raspberry Pi5:19
2-2 Handling Videos in OpenCV16:18
2-3 Frame-by-frame Security Camera10:09
2-4 Improved Security Camera11:53
2-5 Twilio7:46
2-6 Security Camera Notification with Twilio11:00
Conclusion
Conclusion2:44

DescriptionInstructorImportant DetailsRelated Products

Explore Theories & Practical Applications of Python by Building a Smart Camera

ZenvaSoftware developer and founder of ZENVA. Since 2012, Pablo Farias Navarro has been teaching online how to create games, apps and websites to over 150,000 students through the Udemy and Zenva Academy platforms, and created content for companies such as Amazon and Intel.

Pablo is a member of the Intel Innovator Program in the Asia Pacific, and has run live programming workshops in San Francisco, Brisbane and Bangalore. Pablo holds a Master in Information Technology (Management) degree from the University of Queensland (Australia) and a Master of Science in Engineering degree from the Catholic University of Chile.

Description

The best way to learn a programming language is through practical, hands-on experience, and this course will teach you Python through building a fully-functional security camera. The application you're building will detect movement in video footage and subsequently execute an action, such as sending out an email or SMS. Between theory and actual hands-on work, by course's end you'll have a nuanced understanding of Python.

Access 36 lectures & 4.5 hours of content 24/7
Create a fully-functional smart security camera using a Raspberry Pi or the webcam on your device
Learn summation notation
Explore image similarity metrics like sum squared errors, mean squared errors, & structural similarity
Understand how to perform video processing w/ Python

Specs

Details & Requirements

Length of time users can access this course: lifetime
Access options: web streaming, mobile streaming
Certification of completion not included
Redemption deadline: redeem your code within 30 days of purchase
Experience level required: all levels

Compatibility

Internet required

Terms

Unredeemed licenses can be returned for store credit within 30 days of purchase. Once your license is redeemed, all sales are final.

Your Cart

Your cart is empty. Continue Shopping!

Processing order...