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Perception in AI with Real Life Examples & Diagram?

Perception in AI refers to the ability of an intelligent system to interpret and understand sensory inputs from the environment. These inputs can come from a variety of sources, such as images, videos, sounds, and other types of sensor data. Perception is a crucial aspect of AI because it enables machines to make sense of the world around them and interact with it in meaningful ways.  Here are some examples of perception in AI: Computer Vision: This is the ability of machines to interpret and understand visual inputs such as images and videos. Computer vision algorithms can be used for various applications, such as object detection, facial recognition, and image segmentation. Speech Recognition: This is the ability of machines to interpret and understand spoken language. Speech recognition algorithms can be used for various applications, such as virtual assistants, automated transcription, and language translation. Natural Language Processing (NLP): This is the ability of mach...
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Information Retrieval Process and Application in AI (IR process and application in AI)

Simple IR Process: User Query -> Keyword Analysis -> Document Retrieval -> Document Ranking -> Search Result Here are a few examples of information retrieval applications: Search engines: Google, Bing, and Yahoo are all examples of search engines that use IR to retrieve relevant results from their indexes. When a user enters a query, the search engine retrieves the most relevant results from its index. Recommender systems: Netflix, Amazon, and Spotify all use IR to recommend content to their users based on their preferences. The system retrieves relevant content from its index based on the user's previous interactions with the system. Chatbots: Chatbots use IR to understand user input and retrieve relevant responses. The chatbot retrieves the most relevant response from its index of possible responses based on the user's input.
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Information Retrieval in AI with examples and diagram

Information Retrieval in AI (IR) Definition: IR involves several techniques and models, including text processing, indexing, ranking, and retrieval. Here are some examples and diagrams that illustrate the main concepts of IR: Here are some examples of Information Retrieval in AI: Search engines: Search engines are an excellent example of Information Retrieval in AI. They use complex algorithms to retrieve the most relevant documents from their database based on the user's search query. Google, Bing, and Yahoo are some examples of search engines that utilize IR techniques. Spam filters: Email providers use IR techniques to filter out unwanted or spam messages from users' inboxes. They analyze the content of the email, check the sender's reputation, and other factors to determine whether the email is relevant or not. Recommender systems: E-commerce websites, such as Amazon, use IR techniques to recommend products to their customers based on their past purchases, search querie...
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On Off LEDs using Arduino Programming Breadboard Circuit LEDs and Resistors | Basic To Advanced Languages | Arduino Tutorials Lessons | Part 3

  ON/OFF LEDS using Arduino Programming, Circuit, LEDs and Resistors. In This Video, we'll discuss Arduino programming, Breadboard LEDs Resistors and Circuit How to On Off multiple LEDs. Use Resistors with LEDs, if you don't use your Arduino circuit maybe damage. because we on off LEDs there's a particular current therefore. You should have these to performing this basic task. Arduino IDE. Arduino Uno/ smd r3. 4 LEDs. 4 10K Resistors. Breadboard. I've not used Resistors just to show you output, in up coming course will learn the usage. The Code for you to Perform: int pin1=12; int pin2=10; int pin3=7; int pin4=3; void setup() { // put your setup code here, to run once: Serial.begin(9600); pinMode(pin1, OUTPUT); pinMode(pin2, OUTPUT); pinMode(pin3, OUTPUT); pinMode(pin4, OUTPUT); } void loop() { // put your main code here, to run repeatedly: if(Serial.available()) // if there is digital pin as output { String comma...
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Lets On/OFF LED using Arduino Programming and Circuit | Basic To Advanced Languages | Arduino Lesson Part 2

Lets ON/OFF LED Using Arduino Circuit and Programming. In this Videos we'll discuss Controlling Led On/Off Arduino Programming in detail, then we will plug/insert Led into the Arduino Circuit in last we will perform Outputs. Performing this basic task you should have a Arduino IDE on your PC or Laptop for write Arduino code to on/off LED. These things you must have: Arduino IDE. Arduino Code which is given bellow. Arduino Uno / smd r3. 10K resistor. LED. The code for you to test. void setup() { // put your setup code here, to run once: Serial.begin(9600); // set baud rate speed of communication pinMode(13, OUTPUT ); // led of output function } void loop() { // put your main code here, to run repeatedly: { if(Serial.available()) // if there is digital pin as output { String command = Serial.readStringUntil ('\n'); // read String Until Meet newline character if( command == "ON") { digitalWrite(13, HI...
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