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[ CourseWikia com ] Udemy - Machine learning - OpenCV based IOT using Raspberry pi
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1. Prerequisite and Course coverage
1. Prerequisite.mp4
1. Prerequisite.srt
2. Course coverage.mp4
2. Course coverage.srt
10. Detect face and SWITCH ON the Device
1. Switch on the device, if face is detected.mp4
1. Switch on the device, if face is detected.srt
1.1 circuit diagram.jpg
1.2 face_detection_iot.py
1.3 Rpi3-pinout.png
2. Demonstration - Switch on the device, if face is detected.mp4
2. Demonstration - Switch on the device, if face is detected.srt
11. Acquiring data from Sensor and from Web Api
1. Overview about Sensor and Web Api integration.mp4
1. Overview about Sensor and Web Api integration.srt
2. Demonstration Program unit overview.mp4
2. Demonstration Program unit overview.srt
2.1 sensordata-api.py
3. Demonstration of Sensor, Web Api.mp4
3. Demonstration of Sensor, Web Api.srt
12. Controlling IOT appliances through Adafruit web platform and through voice
1. Web and voice control overview.mp4
1. Web and voice control overview.srt
1.1 Adafruit library code install in Raspberry.html
2. Adafruit MQTT setup, install Adafruit library and code unit discussion.mp4
2. Adafruit MQTT setup, install Adafruit library and code unit discussion.srt
2.1 mqtt_sub.py
3. Web control - Demonstration.mp4
3. Web control - Demonstration.srt
4. Voice integration control overview.mp4
4. Voice integration control overview.srt
5. IFTTT Setup - Interface between Google assistance and Adafruit MQTT feed.mp4
5. IFTTT Setup - Interface between Google assistance and Adafruit MQTT feed.srt
6. Google Assistant - Install overview.mp4
6. Google Assistant - Install overview.srt
7. Voice - web integrated control demonstration.mp4
7. Voice - web integrated control demonstration.srt
13. Prototype - Building automation IOT using Open CV
1. Integrated prototype overview.mp4
1. Integrated prototype overview.srt
1.1 Case study - OPENCV - IOT.pdf
2. Prototype - Building automation IOT using Open CV -Demonstration.mp4
2. Prototype - Building automation IOT using Open CV -Demonstration.srt
14. ML - Supervisory learning - Identification of a person
1. Identification of person - Supervisory learning- overview.mp4
1. Identification of person - Supervisory learning- overview.srt
2. Walk through different program units.mp4
2. Walk through different program units.srt
2.1 face_create_gray.py
2.2 face_identifier.py
2.3 face_trainer.py
3. Demo - Face recognition program.mp4
3. Demo - Face recognition program.srt
3.2 face_create_gray.py
4. Demo - Creation of supervisory model for prediction.mp4
4. Demo - Creation of supervisory model for prediction.srt
4.1 face_trainer.py
5. Demo - Face identification using supervisory model created.mp4
5. Demo - Face identification using supervisory model created.srt
5.1 face_identifier.py
DataSet
User.1.1.jpg
User.1.10.jpg
User.1.11.jpg
User.1.12.jpg
User.1.13.jpg
User.1.2.jpg
User.1.3.jpg
User.1.4.jpg
User.1.5.jpg
User.1.6.jpg
User.1.7.jpg
User.1.8.jpg
User.1.9.jpg
User.2.1.jpg
User.2.2.jpg
User.2.3.jpg
User.2.4.jpg
User.2.5.jpg
User.2.6.jpg
User.2.7.jpg
User.2.8.jpg
User.2.9.jpg
s1
images1.jpg
images10.jpg
images2.jpg
images3.jpg
images4.jpg
images5.jpg
images6.jpg
images7.jpg
images8.jpg
images9.jpg
s2
images1.jpg
images10.jpg
images11.jpg
images12.jpg
images13.jpg
images2.jpg
images3.jpg
images4.jpg
images5.jpg
images6.jpg
images7.jpg
images8.jpg
images9.jpg
test1.jpg
test2.jpg
test3.jpg
15. Bonus Lecture
1. Bonus.mp4
1. Bonus.srt
1.1 Data Modelling and Relational Database Design.html
1.2 Google cloud - Firebase and Firestore nosql DB Introduction.html
1.3 Internet of things (IOT) - Demystified.html
1.4 Linux, unix essentials and introduction to Shell scripting.html
1.5 Node MCU ESP8266 micro python network programming and IOT.html
2. Overview about Machine Learning
1. Programming vs Machine learning.mp4
1. Programming vs Machine learning.srt
2. Types of machine learning.mp4
2. Types of machine learning.srt
3. Machine learning and IOT - building block
1. Machine learning and IOT - building block and boards.mp4
1. Machine learning and IOT - building block and boards.srt
2. IOT boards.mp4
2. IOT boards.srt
3. Quiz.html
4. Preparing Raspberry pi3
1. Rpi3 introduction and installing the Raspbian Stretch OS.mp4
1. Rpi3 introduction and installing the Raspbian Stretch OS.srt
1.1 Raspberry pi overview.pdf
1.2 SD card image writer.html
1.3 SD formatter.html
2. Connecting Laptop - Rpi3 in headless mode.mp4
2. Connecting Laptop - Rpi3 in headless mode.srt
2.1 Raspberry Linux command line command.html
2.2 SSH connection - Putty.html
2.3 Xming server - to view remote desktop GUI.html
3. Rpi3 connection with Wifi.mp4
3. Rpi3 connection with Wifi.srt
4. Rpi3 headless connection through wifi.mp4
4. Rpi3 headless connection through wifi.srt
4.1 Alternative IP scanner.html
4.2 IP scanner.html
5. Quiz.html
5. Installation of OPENCV in Raspberry pi3
1. Installation of OPENCV in Raspberry pi3 - Part1.mp4
1. Installation of OPENCV in Raspberry pi3 - Part1.srt
1.1 Open Cv install ver1.0.pdf
2. Installation of OPENCV in Raspberry pi3 - Part2.mp4
2. Installation of OPENCV in Raspberry pi3 - Part2.srt
6. Machine learning(Open CV) is Face and eye detection in images overview
1. Face Detection using Open CV.mp4
1. Face Detection using Open CV.srt
2. Face identification approach in machine learning.mp4
2. Face identification approach in machine learning.srt
3. Quiz.html
7. Face and Eye detection in machine learning (Open CV) in Raspberry pi
1. Open CV - Face detection program analysis.mp4
1. Open CV - Face detection program analysis.srt
1.1 face_detection1.py
1.2 image4.jpg
2. Xming server - to view remote desktop GUI.mp4
2. Xming server - to view remote desktop GUI.srt
3. Demonstration - Face detection program execution.mp4
3. Demonstration - Face detection program execution.srt
4. Open CV - Haarcascade file path.mp4
4. Open CV - Haarcascade file path.srt
5. Open CV - Face and Eye detection program analysis.mp4
5. Open CV - Face and Eye detection program analysis.srt
5.1 face_eye_detection1.py
5.2 images1.jpg
6. Demonstration - Face and eye detection program execution.mp4
6. Demonstration - Face and eye detection program execution.srt
7. Quiz.html
8. Overview - Machine learning integration to IOT device
1. Machine learning integration with IOT Overview.mp4
1. Machine learning integration with IOT Overview.srt
2. Sensors and Actuators.mp4
2. Sensors and Actuators.srt
3. Quiz.html
9. Raspberry pi as IOT device
1. How to use Raspberry pi as IOT.mp4
1. How to use Raspberry pi as IOT.srt
2. Demonstration - LED blink program.mp4
2. Demonstration - LED blink program.srt
2.1 blinking_led_bcm.py
Bonus Resources.txt
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