Face Detection & recognition on microcontroller – AI in electronics and nanotechnology – part I

There are two development trends in the world: creation of centers compressing servers with powerful computing power and the opposite direction – miniaturization in electronics and nanotechnology. Both directions are focused around AI solutions. Below You can see microcontrollers size comparison to polish coins. Each of the presented models has the same technical parameters and […]

Read More Face Detection & recognition on microcontroller – AI in electronics and nanotechnology – part I
February 26th, 2020
Posted in AI, Microcontroller, Microcontrollers

Collision Detector for normal and difficult visibility conditions: limited view, difficult weather or night on microcontroller by using ultrasound (Sonar) sensor based on echolocation

I’d like to present my new project of prototype basing on raw microcontroller in Collision Detector for difficult visibility conditions: a) limited view (the driver or object (robot, machine) has a limited view)b) difficult weather: fog, heavy rain, smoke, snow, frozen or fogged windows or other factors affecting poor visibility caused by weather conditions or […]

Read More Collision Detector for normal and difficult visibility conditions: limited view, difficult weather or night on microcontroller by using ultrasound (Sonar) sensor based on echolocation
February 22nd, 2020
Posted in Electronics, Microcontroller, Microcontrollers

Tests Motion object detection during day or night with using Infrared and Ultrasound/Echolocation (Sonar) sensor on microcontroller – part II

I’d like present tests my microcontroller in case of Motion object detection during day or night.  More technical informations You can find in my previous post. Please pay attention particulary on tests during night.    

Read More Tests Motion object detection during day or night with using Infrared and Ultrasound/Echolocation (Sonar) sensor on microcontroller – part II
February 19th, 2020
Posted in Electronics, Microcontroller, Microcontrollers

Motion object detection during day or night with using PIR (Passive infrared sensor) and Ultrasound (Sonar) sensor on microcontroller – part I

I’d like to present my new project basing on raw microcontroller in object detection during day or night with using PIR (Infrared) and Ultrasound (Sonar) sensor. Additionally microcontroller calculates the distance to the detected object. System can be applied in many areas: to monitor house or like in my case to automatic open little door […]

Read More Motion object detection during day or night with using PIR (Passive infrared sensor) and Ultrasound (Sonar) sensor on microcontroller – part I
February 18th, 2020
Posted in Microcontroller

Fuzzy Logic Controller on microcontroller in steering Air Conditioner – part II

Fuzzy Logic Controller in steering of fan speed based on reading temperature and humidity from sensor DHT 11. According to scientific elaborations using methods like Tsukamoto or Sugeno methods energy savings is 55 % – ~75%. From the three methods(Mamdani, Sugeno, Tsukamoto) were compared, the best method in terms of reduction of electrical energy consumption […]

Read More Fuzzy Logic Controller on microcontroller in steering Air Conditioner – part II
January 30th, 2020
Posted in Fuzzy Logic

Fuzzy Logic Controller on microcontroller in steering Air Conditioner – part I

I’d like present Fuzzy Logic Controller working on raw  microcontroller (without any OS) from practical point of view in steering Air Conditioner. Why raw microcontroller? Because I love challenges and implementation is much more sophisticated then in case of singleboard (e.g. raspberry) or computers, where we have installed operating system. In case of microcontroller engineer […]

Read More Fuzzy Logic Controller on microcontroller in steering Air Conditioner – part I
January 29th, 2020
Posted in Fuzzy Logic

Deep Learning in practice in colorization old videos/movies/photos (black and white) in Real Time

Deep Learning in practice in colorization old videos/movies/photos (black and white)  in Real Time – as sample for colorization is using movie from 1935 – “Smierc Jozefa Pilsudskiego”. On left side You can see original movie, on right side colorized movie by AI. System coloring in Real Time. System is running on my personal AI server […]

Read More Deep Learning in practice in colorization old videos/movies/photos (black and white) in Real Time
January 26th, 2020
Posted in Artifficial Intelligence in practice, Artificial Intelligence, Convolutional Neural Networks (CNNs / ConvNets), Deep Machine Learning

Deep Machine Learning: FACE DETECTION – Yolo2 model on iPhone (IOS) in practice – GPU not needed!!!

I’d like present solution regarding Deep Machine in Real-time FACE DETECTION. PEFORMANCE IS AMAZING!!! GPU not needed!!! Detection and classification based on Yolo Model (read more) created on Darknet(Darknet & Yolo). Application works on my personal iPhone 6S Plus and recording comes from my mobile. Most of the existing face detection solutions detect the face […]

Read More Deep Machine Learning: FACE DETECTION – Yolo2 model on iPhone (IOS) in practice – GPU not needed!!!
January 23rd, 2020
Posted in Artifficial Intelligence in practice, Artificial Intelligence, Convolutional Neural Networks (CNNs / ConvNets), Deep Machine Learning, Mobile applications

Artificial Intelligence in practice in FACE Detection and recognition on video in Real Time

Deep Learning in practice in face Detection and recognition on video in Real Time. System detects on video President of Poland A. Duda. Another persons are labeled as Unknown. System no needs a thousand photos to learn recognize person becouse bases on biometric person parameters. To train and recognize president of Poland I used about […]

Read More Artificial Intelligence in practice in FACE Detection and recognition on video in Real Time
January 19th, 2020
Posted in Artifficial Intelligence in practice, Artificial Intelligence, Machine Learning