اکنون در دسترس! پژوهش تلگرام ۲۰۲۵ — مهمترین بینشهای سال 
Embedded Systems
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News, articles, guides, analytics, projects and startups from the embedded industry. Topics of the channel: ◽️ machine learning ◽️ internet of things ◽️ embedded software ◽️ advanced electronics ◽️ new engineering ideas ⤵️ Share and subscribe!
نمایش بیشتر📈 تحلیل کانال تلگرام Embedded Systems
کانال Embedded Systems (@embedded_system) در بخش زبانی انگلیسی بازیگری فعال است. در حال حاضر جامعه شامل 13 709 مشترک است و جایگاه 9 374 را در دسته فناوری و برنامهها و رتبه 47 را در منطقه هولندا دارد.
📊 شاخصهای مخاطب و پویایی
از زمان ایجاد در невідомо، پروژه رشد سریعی داشته و 13 709 مشترک جذب کرده است.
بر اساس آخرین دادهها در تاریخ 21 ژوئن, 2026، کانال فعالیت پایداری دارد. در ۳۰ روز گذشته تغییر اعضا برابر 109 و در ۲۴ ساعت گذشته برابر 3 بوده و همچنان دسترسی گستردهای حفظ شده است.
- وضعیت تأیید: تأیید نشده
- نرخ تعامل (ER): میانگین تعامل مخاطب 11.38% است و در ۲۴ ساعت نخست پس از انتشار، محتوا معمولاً 6.11% واکنش نسبت به کل مشترکان کسب میکند.
- دسترسی پستها: هر پست به طور میانگین 1 561 بازدید دریافت میکند. در اولین روز معمولاً 838 بازدید جمعآوری میشود.
- واکنشها و تعامل: مخاطبان بهطور فعال حمایت میکنند؛ میانگین واکنش به هر پست 9 است.
- علایق موضوعی: محتوا بر موضوعات کلیدی مانند programming, microcontroller, battery, pcb, pico تمرکز دارد.
📝 توضیح و سیاست محتوایی
نویسنده این فضا را محل بیان دیدگاههای شخصی توصیف میکند:
“News, articles, guides, analytics, projects and startups from the embedded industry.
Topics of the channel:
◽️ machine learning
◽️ internet of things
◽️ embedded software
◽️ advanced electronics
◽️ new engineering ideas
⤵️ Share and subscribe!”
به لطف بهروزرسانیهای پرتکرار (آخرین داده در تاریخ 22 ژوئن, 2026)، کانال همواره بهروز و دارای دسترسی بالاست. تحلیلها نشان میدهد مخاطبان بهطور فعال با محتوا تعامل دارند و آن را به نقطه اثرگذاری مهم در دسته فناوری و برنامهها تبدیل کردهاند.
13 709
مشترکین
+324 ساعت
-127 روز
+10930 روز
آرشیو پست ها
13 711
🤖 The PolarBear - Open-Source 3D-Printable Multipurpose CNC Machine
Computer numerical control (CNC) is a method for automating control of machine tools through the use of software embedded in a microcomputer attached to the tool.
Nice project of a useful desktop machine that can be used in many ways, from soldering to 3D-printing, depending on the task, tool, and a program.
Thanks to the PolarBear's unique design and kinematics, the limits between the needs of the different functions are more blurred. While it can be as fast as a 3D printer, it can be rigid for use as a CNC milling machine as well. The machine can be build of available off-the-shelf components and has 3D-printable parts.
More information:
The Official website
The GitHub page
#projects #robots
13 711
+3📟 Open-Source Lithium Battery Voltage Boost Module
A DC boost converter designed around a single cell lithium battery using surface mount components on a custom designed PCB. The PCB is designed in KiCAD, the lovely open source ECAD suite.
Using an inexpensive boost converter IC, it’s able to boost the battery voltage of 3.7 V to 5-24 V. The board includes a battery management system and microUSB connector for charging.
More information:
The main article
The GitHub page
#projects #electronics #battery
13 711
🎬 Raspberry Pi Camera Group Test
Video shows the comparison of:
▫️ ZeroCam
▫️ Raspberry Pi Camera V2
▫️ Raspberry Pi High Quality Camera
https://youtu.be/-NxpCirSqm4
#video #raspberry #camera
13 711
📚 KC Tung - TensorFlow 2 Pocket Reference (2021)
This easy-to-use reference for TensorFlow 2 design patterns in Python will help you make informed decisions for various use cases.
You will learn:
▫️ Best practices in TensorFlow model patterns and ML workflows
▫️ Use code snippets as templates in building TensorFlow models and workflows
▫️ Save development time by integrating prebuilt models in TensorFlow Hub
▫️ Informed design choices about data ingestion, training paradigms, model saving, and inferencing
▫️ Address common scenarios such as model design style, data ingestion workflow, model training, and tuning
#books #machine_learning #python
13 711
🎬 The Process of Production of Homemade Silicon Chips
Incredibly interesting video from a person who managed to start production of chips in his garage. In this video, author shows the second version of his chips which contain 100 transistors each. Additionally, author described the whole process in more details in his blog.
https://youtu.be/IS5ycm7VfXg
#video #electronics
13 711
📚 Cem Unsalan, Bora Tar - Digital System Design with FPGA: Implementation Using Verilog and VHDL (2017)
This practical guide explores the development and deployment of FPGA-based digital systems using the two most popular hardware description languages, Verilog and VHDL.
The book covers:
▫️ Field programmable gate array fundamentals
▫️ Basys and Arty FPGA boards
▫️ The Vivado design suite
▫️ Verilog and VHDL
▫️ Data types and operators
▫️ Combinational circuits and circuit blocks
▫️ Data storage elements and sequential circuits
▫️ Soft-core microcontroller and digital interfacing
▫️ Advanced FPGA applications
▫️ The future of FPGA
#books #FPGA
13 711
🎬 What is an FPGA, and how does it compare to a microcontroller?
A basic introduction to what Field Programmable Gate Arrays are and how they work, and the advantages and disadvantages.
https://youtu.be/gUsHwi4M4xE
#video #FPGA
13 711
📚 MagPi (August 2021)
The latest copy of the official Raspberry Pi magazine.
Inside The MagPi magazine #108:
▫️ Award Winning Makes
▫️ Make games with Raspberry Pi
▫️ Create the ultimate home server
▫️ Develop an isomorphic keyboard
▫️ Build an arcade machine that streams games
▫️ Turn Pico into USB controller
▫️ 10 amazing wearable projects
▫️ Hack Bop-It to control Minecraft
▫️ Add wireless networking to a campervan
▫️ Win! Marty the Robot V2
#books #raspberry #magpi
13 711
💻 Practical PCB Layout Tips
This article will help your PCB projects work correctly and reliably.
▫️ Sizing Traces: Real-world copper traces have resistance, thus trace has a voltage drop, power dissipation, and a temperature rise when current flows through it. Use a PCB trace width calculator to determine how thick and wide your traces should be for your application.
▫️ Make Loops Small: Small loops also help reduce the amount of signals that are inductively coupled into the node from external sources, or are broadcast from the node. This is what you want, unless you’re designing an antenna. Also keep loops small for op-amp circuits to prevent noise from being coupled into the circuit.
▫️ Place decoupling capacitors as near as possible to the power and ground pins of integrated circuits to maximize decoupling efficiency.
▫️ Place extra copper around surface mount component to provide extra surface area to dissipate heat more efficiently.
More information...
#articles #electronics
13 711
📚 Valliappa Lakshmanan, Martin Görner, Ryan Gillard - Practical Machine Learning for Computer Vision (2021)
This practical book shows you how to employ machine learning models to extract information from images.
You'll Learn How To:
▫️ Design ML architecture for computer vision tasks
▫️ Select a model appropriate to your task
▫️ Create an end-to-end ML pipeline to train, evaluate and deploy
▫️ Preprocess images for data augmentation
▫️ Deploy image models as web services or on edge devices
▫️ Monitor and manage ML models
#books #machine_learning #artificial_intelligence #python
13 711
📑 Top 4 Interesting Engineering Projects
Worthy looking into startups for gaining new ideas and inspiration
▫️ Flipper Zero is a portable multi-tool for pentesters and geeks in a toy-like body. It loves hacking digital stuff, such as radio protocols, access control systems, hardware and more. It's fully open-source and customizable.
▫️ The ZUtA portable pocket printer is the most compact printer till date. It is pretty small, as its diameter is 10.2 cm and weighs in at 350 grams.
▫️ XGO-Mini is a desktop-sized AI quadruped robot with 12 degrees of freedom which can achieve omnidirectional movement, six-dimensional posture control, stable posture, and a variety of motions.
▫️ myCobot is the world’s smallest and lightest collaborative robot, retaining most of the functions of industrial robots. With compact and elegant industrial design, excellent and powerful performance, and huge software and hardware development space, myCobot has unlimited possibilities in application expansion.
#articles #robots
13 711
+4💻 IoT Development Platforms
The article aims to help you decide the best one for your IoT project
◽ Toit offers a completely new set of features and even a new python-like programming language developed solely for IoT. The Toit language is a high-level, object-oriented language with simple and easy-to-use Python-like syntax and is 20 times faster than MicroPython.
◽ The Balena platform offers a wide variety of tools for building, deploying, and managing IoT apps on your device. This IoT development platform is targeted to be used on Linux-based devices like Raspberry Pi or Nvidia’s Jetson TX2.
◽ Particle is a complete edge-to-cloud platform for IoT, offering solutions for hardware, connectivity, device cloud, and apps. Based on Arduino libraries.
◽ The Azure IoT Suite is an open-source cloud-based platform that is designed for different industries ranging from manufacturing to transportation to retail. Supports AMQP, MQTT, and HTTP protocols. Provides strong security standards.
More information...
#IoT
13 711
📃 Top 5 Secrets of High-Speed PCBs Revealed by Professionals
From assembly development to mitigating crosstalk to signal integrity, these tips can help streamline the high-speed PCB design process.
Vigorous competition in the electronics market means developers must keep modification in mind when designing systems. High-speed PCBs are increasingly important to high-performance solutions, but high-speed PCB assembly is costly. That's why you can’t experiment with these boards or generate a lot of prototypes.
This article offers five tips to help streamline and improve those high-speed PCB designs while keeping costs at bay.
What you’ll learn:
▫️ Designing high-speed PCBs.
▫️ Maintaining signal integrity for faster signal transmission.
▫️ Reducing crosstalk in high-speed PCBs.
More information...
#articles #hardware #electronics #design
13 711
📰 Tokyo Olympic Robots
The black-and-white high-tech contraption made its debut earlier this week as one of a handful of robots designed to streamline the Tokyo Olympic Games. And it can be seen again — essentially playing fetch — during the track and field throwing events over the weekend.
The International Olympics Committee says the self-driving robot is able to suss out the "optimal path" to follow when it's chasing after hammers, javelins and all manner of objects thrown by athletes.
"The Tokyo 2020 Games are a unique opportunity for us to display Japanese robot technology," said Hirohisa Hirukawa, leader of the Tokyo 2020 Robot Project.
He added that the project will showcase the practical and real-life benefits of such machines.
More information...
#news #robots
13 711
📚 Paul Bradt, David Bradt - Science and Engineering Projects Using the Arduino and Raspberry Pi (2020)
The simple, straightforward, fun projects in this book use the Arduino and Raspberry Pi to build systems that explore key scientific concepts and develop engineering skills.
Areas explored include force/acceleration, heat transfer, light, and astronomy. You'll work with advanced tools, such as data logging, advanced design, manufacturing, and assembly techniques that will take you beyond practical application of the projects you'll be creating.
What You'll Learn:
▫️ Measure the acceleration of a car you're riding in
▫️ Simulate zero gravity
▫️ Calculate the heat transfer in and out of your house
▫️ Photography the moon and planets
#books #beginner #raspberry #arduino
13 711
💻 Top 4 Embedded Operating Systems with Examples
Detailed article summing up all the most popular OS.
Choosing a real-time system will depend on how fast your system must react. For example, a Hard RTOS is used for medical systems and Soft RTOS is used in video streaming like Chromecast.
▫️ Embedded Linux refers to the use of Linux in robots, routers, prototyping boards, or any electronic device that possesses a microcontroller (MCU). It is a free license, inexpensive, has plenty of documentation, offers free and paid support, highly customizable.
▫️ QNX focuses on performance and reliability. Its features are designed to keep the embedded device running its task without flaws and in time. It is a RTOS, supports many architectures, you can port Linux application to QNX.
▫️ INTEGRITY is an Hard RTOS for embedded devices applied in many areas such as satellites, rail trains, or industrial robots.
More information...
#articles #operating_systems
13 711
📟 The Index - PnP machine for automatic circuit boards assembly
The Index an open-source pick and place (PnP) machine. The project is under development.
The goal of the Index is to help folks bridge the gap between prototyping and mass production. The Index is designed to be low-cost enough that someone could buy or build one to support making production runs at home or as a small business.
It runs using OpenPnP. The Index will eventually be able to do multiple parts of the PCBA manufacturing process. It is currently capable of picking parts and placing them, but eventually the Index will support solder paste dispensing and interfacing with other machines, such as a PCB panel hopper and reflow oven.
More information:
Github page
Wiki page
YouTube playlist
#projects #hardware
13 711
📰 The shortage of MCUs
MCUs are widely used in a multitude of systems, such as appliances, cars, communication equipment, and industrial products.
Demand is robust for MCUs. “MCU is an example of a hot application, where the support is needed from mature 200mm technology nodes through mainstream 300mm technologies,” UMC’s Ng said. “MCUs are one of the key applications driving the growth of mainstream 40nm and below technologies.”
MCU suppliers, however, can’t keep up with demand. “Shortages of MCUs continue,” Semico’s Feldhan said. “Demand for MCUs started to increase towards the second half of 2020. Since then, MCU average selling prices (ASPs) have increased each quarter. The supply does seem to be tightest for 32-bit MCUs where ASPs have increased over 20% over the last year.”
Some MCU suppliers are taking usual steps to meet demand. Microchip, for one, launched a Preferred Supply Program (PSP).
More information...
#news
13 711
📟 "Listening Temperature" with TinyML
Teaching Arduino to hear the temperature difference using Edge Impulse Studio
Firstly, author acquire the sound of pouring water and then uploades it to Edge Impulse Studio, where the data gets preprocessed. Then he trains the Neural Network (NN), tests it and deploys to an MCU (Arduino Nano) for real physical test.
To do so, author uses Edge Optimized Neural (EON) Compiler, which permits to run of neural networks in 25-55% less RAM, and up to 35% less flash while retaining the same accuracy compared to TensorFlow Lite for Microcontrollers.
More information...
#projects #machine_learning #artificial_intelligence #arduino
13 711
🧠 Dlib - modern open-source machine learning toolkit written in C++
Dlib is a toolkit containing machine learning algorithms and tools for creating complex software to solve real world problems.
It is used in both industry and academia in a wide range of domains including robotics, embedded devices, mobile phones, and large high performance computing environments. Dlib's open source licensing allows you to use it in any application, free of charge.
Main features:
▫️ Documentation - provides complete and precise documentation for every class and function
▫️ High Quality Portable Code
▫️ Huge Variety of Machine Learning Algorithms
▫️ Image Processing capabilities, such as high quality face recognition
▫️ Graphical User Interfaces
Can be easily implemented on microcontrollers, such as Raspberry Pi - example: video, github.
More information...
#software #machine_learning
