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!
Показати більше📈 Аналітичний огляд Telegram-каналу Embedded Systems
Канал Embedded Systems (@embedded_system) у мовному сегменті Англійська є активним учасником. На даний момент спільнота об'єднує 14 167 підписників, посідаючи 8 766 місце в категорії Технології та додатки та 40 місце у регіоні Нідерланди.
📊 Показники аудиторії та динаміка
З моменту свого створення невідомо, проект продемонстрував стрімке зростання, зібравши аудиторію у 14 167 підписників.
За останніми даними від 14 вересня, 2026, канал демонструє стабільну активність. Хоча за останні 30 днів спостерігається зміна кількості учасників на 142, а за останні 24 години на 22, загальне охоплення залишається високим.
- Статус верифікації: Не верифікований
- Рівень залученості (ER): Середній показник залученості аудиторії становить 22.69%. Протягом перших 24 годин після публікації контент зазвичай збирає 5.09% реакцій від загальної кількості підписників.
- Охоплення публікацій: В середньому кожен допис отримує 3 212 переглядів. Протягом першої доби публікація в середньому набирає 720 переглядів.
- Реакції та взаємодія: Аудиторія активно підтримує контент: середня кількість реакцій на один пост – 9.
- Тематичні інтереси: Контент зосереджений навколо ключових тем, таких як programming, microcontroller, battery, pcb, pico.
📝 Опис та контентна політика
Автор описує ресурс як майданчик для висловлення суб'єктивної думки:
“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!”
Завдяки високій частоті оновлень (останні дані отримано 15 вересня, 2026), канал підтримує актуальність та високий рівень охоплення публікацій. Аналітика показує, що аудиторія активно взаємодіє з контентом, що робить його важливою точкою впливу в категорії Технології та додатки.
14 167
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+2224 години
+537 днів
+14230 днів
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Дописи каналу
🧠 Robots Get a Sense of Touch
Robots are getting better at complex tasks with vision-language-action (VLA) models, but they still struggle with precise manipulation such as inserting cables, turning keys, or handling deformable objects. Tactile sensing can provide information about force, grip, and slipping, but progress has been limited by the lack of large, diverse datasets. Recent research is addressing this gap by combining touch with vision and robot-action data.
Berkeley researchers created the T-Rex dataset with about 100 hours of tactile demonstrations involving more than 200 household objects. Another project aggregated over 3,000 hours of publicly available data covering 21 sensor types and different robot platforms. USC researchers also released a model that can infer tactile information from visual data, potentially helping researchers create more tactile training data from existing vision datasets.
Early results show that touch can significantly improve robot manipulation. In one study, tactile feedback produced a 65% average success rate across 12 tasks, nearly twice the performance of the best VLA baseline; another approach achieved 62.8% success compared with 28.2% without touch. The main challenges remain data diversity, sensor compatibility, and how robots process sparse tactile signals in real time.
⛓ More information...
#articles #robots #artificial_intelligence
| 2 |  🧠 AI Image Generation on an RP2350 Microcontroller
This project brings generative AI image generation to a $1 RP2350 microcontroller, as used in the 🍓 Raspberry Pi Pico 2. Its compact model and inference code fit within 4 MB and run using 520 KB of RAM, generating 128×128 RGB face images in roughly 10–20 seconds.
Features of the project:
➡️Latent flow diffusion transformer
➡️Five-class conditional generation
➡️Int8 post-training quantization
➡️VGA and USB output
The project demonstrates how far generative AI can be pushed on extremely constrained hardware, combining model compression with a highly optimized inference engine. The source code is available on the dedicated 😹 GitHub repository alongside with examples.
⛓ More information...
#project #raspberry #artificial_intelligence | 1 834 |
| 3 |  📊 Report: Inside the $585 billion embedded systems market
The embedded systems market was worth an estimated $585 billion in 2025 and is forecast to reach about $857 billion by 2032. Automotive, mobility, industrial, and robotics applications account for more than half of demand, while embedded systems also support billions of connected IoT devices.
Development is becoming faster and more flexible through unified toolchains, coding agents, and virtual hardware that allows software to be tested before physical boards are available. At the same time, memory capacity, bandwidth, availability, and cost can limit performance; new silicon can be difficult to integrate into existing development environments; and connected products require security updates, vulnerability management, and compliance throughout their operational lifetime.
Overall, embedded systems are becoming more intelligent, connected, and complex, creating new possibilities while increasing engineering demands. The report therefore emphasizes system-level decisions, where hardware, memory, software, development tools, deployment, and security need to be considered together rather than separately.
⛓ More information...
#articles | 2 117 |
| 4 |  +3🚦 Open-Source UV Protection Amulet
The UV Protection Amulet is a hardware/firmware project built around a compact electronic pendant that detects and warns about ultraviolet radiation. The project combines custom PCB design, embedded electronics, and precision-machined metalwork in a highly compact device.
Features of the project:
➡️Ultraviolet radiation detection
➡️Custom PCB hardware design
➡️Precision-machined metal enclosure
➡️Open-source firmware and CAD
The project is a compelling example of small-scale hardware engineering, showing how electronics, mechanical fabrication, and embedded software can be integrated into a functional wearable device. It may be especially interesting to hardware makers, electronics enthusiasts, and engineers exploring compact custom devices.
More information:
🔗 The main article
😹 The GitHub repository
📺 The YouTube video
#projects | 3 225 |
| 5 | Coding & Kombucha 🥤👩🏻💻
Calling all embedded, firmware, electronics, robotics & AI/ML folks — we’re getting together for an afternoon of building, experimenting and hanging out with fellow builders.
📍29.08.26 | The Bangalore Local, Koramangala - 560034
🔗 https://luma.com/vaefo8bg
For folks in Bangalore | 866 |
| 6 |  +3🤖 Open-Source Humanoid Breaks 400m Record
Robot “Tiangong” made headlines at the 2nd World Humanoid Robot Games in Beijing by completing the 400m race in 38.15 seconds, beating the previous human world record of 43.03 seconds. The robot is part of China’s state-backed X-Humanoid program and is built as a platform for advancing humanoid robotics, with its latest version featuring 43 degrees of freedom and high-dynamic movement control.
A notable part of Tiangong’s development is that some of its technology is open source. X-Humanoid has released components including 😹 locomotion-control software, robot models, training tools and large robotics datasets, allowing researchers and other developers to build on its technology.
⛓ More information...
#news #robots | 4 602 |
| 7 |  🐧 Linux Comes to ESP32-S31
The Chinese company 🇨🇳 Espressif Systems has released a developer preview of its Linux BSP for the 🇳🇱 ESP32-S31, bringing Linux support to the dual-core RISC-V microprocessor. The chip’s MMU and 16MB of PSRAM make running a minimal Linux system possible, while the official Board Support Package (BSP) uses Buildroot and a Linux 6.18-based kernel. Those are available on ☁️ this GitHub repository.
The BSP is currently intended for experimentation rather than production, with limited features, possible breaking changes, and irregular updates. Meanwhile, community developers are also working on Linux ports for the ESP32-S31, with projects exploring newer kernels and features such as Wi-Fi, Bluetooth, and dual-core support.
⛓ More information...
#news #esp32 #linux | 3 596 |
| 8 |  📱📱 Samsung Raises Advanced Chip Prices as AI Demand Surges
Samsung has raised prices for new orders on its 4nm, 5nm and 8nm foundry processes, with increases of up to 15% for some customers in China and the U.S., according to Reuters. The biggest hikes are reportedly affecting Chinese chip designers, while Samsung’s 4nm facility in Pyeongtaek has been operating at full capacity since late last year as AI-related demand continues to grow.
The price increases could help Samsung’s loss-making foundry business move toward profitability as demand for advanced chips remains strong and competitors such as TSMC also raise prices. Samsung’s foundry business still trails TSMC significantly in market share, but growing orders from companies including Tesla, Apple, Broadcom and Nvidia are strengthening its position.
⛓ More information...
#news #semiconductors | 3 772 |
| 9 |  +3🤖 Impulse - Open-Source Two-Wheeled Bipedal Robot
Developed from the scratch, this project explores a compact robotic platform that combines two-legged articulation with wheeled locomotion. The design prioritizes stability, responsive movement, adjustable height, and portability.
Features of the project:
➡️Self-balancing PID control
➡️Automatic deployment and landing
➡️Variable-height legs
➡️Fully 3D-printed construction
The project combines mechanical design with a compact electronics and control system built around a Teensy 4.1, ODrive motor controllers, magnetic encoders, an IMU, and CAN bus communication. Its 6-DOF structure and multiple PID controllers enable stable balancing, velocity control, and dynamic leg adjustment.
Impulse is particularly interesting for robotics enthusiasts and makers exploring balancing robots, actuator control, and practical control theory. Its detailed hardware and control approach also make it a useful reference for people building their own wheeled robots.
More information:
🔗 The main article
📥 Source files
#projects #robots | 4 676 |
| 10 | https://lnkd.in/p/gCKy46Cf
Folks, we're doing a webinar on embedded system development and how AI has shaken things up.
Speakers are:
Shashwath, co-founder & CEO of Mindgrove Technologies, they are building microcontroller and Vision SoCs in India
Navin, co-founder & CEO of Pinetics, an electronic product design and development firm
Sairanjan, co-founder & CEO of H2Loop, a startup building small language models that run on-prem, in air gapped environments and understands your hardware constraints and legacy code.
Do register, we have limited seats and they are filling fast!
Link to event: https://luma.com/u78cpsx2?tk=L77mLT | 718 |
| 11 |  🧠 Qapla': Training AI on ESP32 microcontroller
Qapla' is an open-source project that demonstrates training a transformer model entirely from scratch on an inexpensive ESP32-S3 microcontroller.
Instead of running a pre-trained model, it performs the complete training process—including backpropagation and weight updates—directly on the device.
Features of the project:
➡️Full on-device transformer training
➡️Handwritten C backpropagation
➡️No pre-trained model required
➡️Open and reproducible setup
Qapla' proves that even low-cost microcontrollers can train small transformer models without GPUs or cloud infrastructure. It is an interesting project for embedded AI developers, TinyML enthusiasts, and researchers exploring on-device learning under extreme hardware constraints.
⛓ More information...
#projects #esp32 #artificial_intelligence | 4 808 |
| 12 |  💻 Barely Adequate Browser ESP32
Babe32 is a lightweight text-based web browser for ESP32-S3 touchscreen boards such as the Cheap Black Display. It renders a subset of HTML with 🇳🇱 LVGL library, supports optional image loading, and focuses on practical browsing without JavaScript.
Features of the project:
➡️Direct browsing with proxy fallback
➡️HTML rendering and forms
➡️Touchscreen navigation and keyboard
➡️WiFi, history and power management
Babe32 delivers a surprisingly capable browsing experience on inexpensive ESP32 hardware while remaining lightweight and resource-conscious.
More information:
🔗 The main article
😹 The GitHub repository
#projects #esp32 #lvgl | 5 097 |
| 13 |  🇳🇱 The channel needs your boosts!
If you enjoy content on this channel and want to see more, please give it a boost! This will allow the channel to post materials in a very convenient stories-like format. Not only that, this would allow introducing custom reactions to the posts improving your overall interaction experience with the channel.
✈️ Boost the channel
#news | 1 013 |
| 14 |  🧑🚀 ESP32-based Plane Radar
Plane Radar is an open-source ESP32 firmware that transforms an ESP32-C3 with a 1.28-inch round display into a live ADS-B aircraft radar. It visualizes nearby aircraft in a sonar-style interface, showing their position, distance and flight details in real time.
Features of the project:
➡️Live ADS-B aircraft tracking
➡️Sonar-style radar display
➡️Flight context and weather
➡️Wireless OTA firmware updates
Plane Radar is a compact and easy-to-build project for aviation enthusiasts and ESP32 makers. The materials are available on ☁️ GitHub. Its combination of real-time aircraft tracking, customizable firmware and convenient wireless updates makes it an appealing choice for anyone interested in embedded hardware or flight monitoring.
⛓ More information...
#projects #esp32 | 4 956 |
| 15 |  💻️ Nvidia quietly increases Jetson prices by up to 101%
NVIDIA has raised prices across its Jetson modules and developer kits by up to 101%, following earlier product discontinuations linked to rising LPDDR4 memory costs.
The largest increases affect the Jetson Nano module (from $99 to $199) and the Jetson AGX Orin 32GB module (from $899 to $1,799). The popular Jetson Orin Nano Super Developer Kit has also increased from $249 to $399. The new prices are reflected on NVIDIA's store and most retailers, though some backordered listings may still show the old pricing.
NVIDIA has not provided an official explanation for the increases, but industry observers believe they are driven by rising DRAM memory costs and ongoing supply constraints. The company updated the pricing on its official website without an announcement, leaving it unclear whether the higher prices are a temporary response to market conditions or a permanent change to the Jetson product lineup.
⛓ More information...
#news #nvidia | 4 331 |
| 16 |  +3🔐 ESP32 Ad-Blocking Dongle
This project turns a low-cost ESP32-C3 microcontroller into a compact backup DNS ad-blocking device. By using smart data compression techniques, it can block hundreds of thousands of domains while operating with very limited memory and power.
Features of the project:
➡️Blocks 537,000 domains
➡️Uses 40-bit hashing
➡️Requires only 50KB RAM
➡️Offers 10ms DNS responses
The novelty of this project lies in squeezing large-scale DNS filtering into extremely limited hardware. By replacing traditional domain storage with an efficient hashing system, it shows that even a tiny $5 microcontroller can handle tasks usually reserved for more powerful devices.
⛓ More information...
#projects #esp32 | 4 637 |
| 17 |  +3🫡 Building a DIY Robot Vacuum with OOMWOO
OOMWOO is an open-source robot vacuum that you can build yourself using affordable, off-the-shelf components. The project is currently in active development, with a working software simulation already available while the hardware design and documentation continue to evolve.
Features of the project:
➡️Fully open hardware, firmware, and software
➡️Local-first operation with no cloud dependency
➡️2D LiDAR navigation powered by ROS 2
➡️Native Home Assistant integration
➡️Modular, 3D-printable design
Designed as a build-in-public project, OOMWOO encourages community contributions through modular development and open collaboration. It is a promising project for makers, robotics enthusiasts, and ROS 2 developers interested in creating and customizing their own robot vacuum.
More information:
🔗 The main article
😹 The GitHub repository
#projects #robots #ros2 | 5 029 |
| 18 |  📸 Optocam Zero - Raspberry Pi Zero based compact digital camera
Optocam Zero is a compact DIY digital camera built around a Raspberry Pi Zero and off-the-shelf electronic components. It is designed as a playful, easy-to-build device inspired by toy cameras, with an emphasis on portability and simplicity. The housing is fully 3D printable, making it accessible for makers to reproduce and customize.
Features of the project:
➡️Pocket-sized and easy to carry
➡️Simple, intuitive controls
➡️Autofocus camera with 2592×2592 JPEG capture
➡️1.4-inch LCD preview screen
➡️8 photo filters and GIF recording
➡️Fast wireless image transfer
➡️USB-C charging with swappable battery
➡️Fully 3D-printed enclosure
In summary, Optocam Zero combines the flexibility of DIY electronics with the charm of a compact, toy-like camera. It is best suited for those who want a customizable, portable device that emphasizes fun and experimentation over professional-grade photography.
⛓ More information...
#projects #raspberry | 4 693 |
| 19 | 📺 The current state of LLMs in software engineering
Great video which summarizes of what's going on in software engineering when it comes to AI. As a someone who works as a software engineer himself and has been actively using LLMs for the past few years, I can say that they are nowhere close to replacing software engineers.
⛓ https://youtu.be/zfYsSFY4l18
#video #programming | 4 307 |
| 20 |  👩💻 Understanding the Linux Kernel: The Linux Kernel Startup
This article explains how the Linux kernel starts up after a computer is powered on, focusing on the x86_64 architecture. It walks through the boot process step by step, from the bootloader handing control to the kernel to the early initialization of memory, hardware, and CPU features.
Complex topics such as page tables, interrupts, memory encryption, KASLR, and microcode updates are explained in simple and accessible language with creative examples, like comparing the boot process to setting up a space colony.
The article is written in a beginner-friendly style, making difficult low-level operating system concepts easier to understand and more interesting to read. Overall, it serves as an engaging introduction to what happens behind the scenes when Linux boots up and prepares the system to run.
⛓ More information...
#articles #linux | 4 107 |
