Embedded System Development
Learn Embedded System Development with practical insights, essential tips, and best practices for creating innovative, high-performance projects.
Embedded System Development articles · Page 2
Edge AI Device OTA: How to Do Staged Rollouts and Rollbacks
The hard part of Edge AI OTA is not pushing a new package. It is designing staged rollout, rollback, and remote recovery for devices whose firmware, model, and configu...
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ESP32-C3 vs ESP32-S3 vs ESP32-C6 for Custom Firmware Projects
Choosing between ESP32-C3, ESP32-S3, and ESP32-C6 is less about which chip is newer and more about wireless roadmaps, USB and audio peripherals, runtime headroom, and ...
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ESP32-S3 Edge AI in Practice: Deep Optimization of TensorFlow Lite Micro Inference Performance
Deep dive into ESP32-S3 TinyML optimization, covering TFLM setup, INT8 quantization, memory tuning, PSRAM trade-offs, and real-world performance limits.
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ESP32 Edge AI Architecture: OTA, INT8, and Inference Guide
A deep dive into ESP32 edge AI architecture, covering OTA design, INT8 inference, memory constraints, and production considerations for long-running devices.
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ESP32 Chip Series: Best Use Cases and Model Comparison 2026
Struggling with ESP32 chip series comparison? This clear 2026 guide maps versions to real IoT and edge AI use—save power, avoid feature bloat.
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Why Embedded Developers Love LVGL: Lightweight, Powerful, and Perfect for HMI Interfaces
LVGL is the go-to open-source GUI library for embedded HMI. See how developers use it with ESP32 and SquareLine Studio to build modern, production-ready interfaces.
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AI in Hardware Devices: Principles, Implementation, Real-world Applications and Optimization Strategies
An in-depth exploration of how integrates AI in hardware devices, covering technical principles, voice interaction optimization, model deployment strategies, and cost ...
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Introduction to Embedded Operating Systems: How to Choose the Right EOS for Your IoT Product
Learn Embedded Operating System with practical insights, essential tips, and best practices for creating innovative, high-performance projects.
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Deep Dive into LVGL: From Lightweight Graphics to Smooth Human-Machine Interaction
LVGL creates smooth GUIs for microcontrollers. Learn simple tips, examples, and best practices for building great embedded interfaces.
Read articleEvaluating a Embedded System Development project?
Share the device, data flow, network condition, target users, and business system boundaries. We can help you decide what to build first.