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• First, we’ll identify a car using OpenALPR and Node-RED; • Then, we’ll trigger an event based on the detected car (for example, open the garage when it detects that your car arrived home); The following image shows how the detection process will work: In this example, we use a PIR motion sensor to detect that the car arrives home. There are other sensors that may be more suitable to detect a car, for example: • Hall effect sensor: senses changes in magnetic field when the car is near; • Ultrasonic sensor: detects distance to an object; • Active infrared detectors: detects the presence of an object by detecting the reflection of infrared light. When the sensor detects motion, the Raspberry Pi camera takes a photo. After that, the Pi sends a request to OpenALPR with the car photo to be identified. Then, the OpenALPR API returns the car details like: plate number, model, color, and the confidence of the results. After identifying a car, we’ll do some verifications, and if we found an authorized car, we’ll trigger an event (that can be open the garage, for example). The following image contains a flowchart showing the process.

Search license plate recognition python, 300 result(s) found Vehicle license plate recognition A complete license plate recognition system should include vehicle detection, image acquisition, image processing, vehicle license plate location segmentation, character recognition, character, etc. May 20, 2018  I can use OCR to get better result for character recognition, but I really like the K-NN model from Chris Dahms (Github link below). Automatic License Plate Recognition using OpenCV, Python.

Here’s what happens: after the car has been identified by OpenALPR, we’ll check if the license plate and the car model match. If they match, we’ll check if the car is in the list of authorized vehicles. If it is, we’ll trigger an event.

For example: open the garage. After that, we wait a determined period of time until the car enters the garage. Then, you need to add several verifications to check if the car has already entered the garage.

If yes, you can close the garage. Prerequisites: • You should be familiar with the Raspberry Pi –. • You should have the Raspbian or Raspbian Lite operating system installed in your Raspberry Pi –. • We’ll be using the Raspberry Pi Camera V2 Module, we recommend reading:. • You need and If you like home automation and you want to learn more about Node-RED, Raspberry Pi, ESP8266 and Arduino, we recommend that you download our course:. Parts Required For this project you need the following parts (click the links below to find the best price at ): • – read • • • • or • • (220 or 330 ohms should work) • • Note: at the moment, we don’t have an automatic garage, so we’ll use an LED to mimic the event triggering (we know it is not the same thing, but you get the idea). You can use the preceding links or go directly to to find all the parts for your projects at the best price!