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Guide to Introducing AI for Visual Inspection (Image Inspection)

Guide to Introducing AI for Visual Inspection (Image Inspection)

Automating Visual Inspection in Manufacturing with AI: Explanation of Costs, Process, and Case Studies

This is an introduction guide for automating visual inspection in manufacturing using AI (image recognition). It covers cost considerations and estimates, the process from PoC to full implementation, examples of inspections for scratches, dirt, missing items, and printing, as well as key points for utilizing existing cameras. Technosphere in Osaka explains this from a practical perspective. For more details, please refer to the technical column in the related links.

  • Image analysis software
  • Ido

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8051・Z80 Legacy Migration Guide

8051・Z80 Legacy Migration Guide

End-of-Life measures for classic 8-bit microcontrollers and their porting and revival to current microcontrollers.

This article explains the measures taken for the discontinuation of production and support for classic 8-bit microcontrollers such as the 8051 (MCS-51) and Z80 series. It will share know-how on porting and reviving legacy code primarily written in assembly, dealing with special memory banks, and unique peripherals to STM32 and RL78. For more details, please refer to the technical column in the related links.

  • Embedded system design service
  • Ido

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Complete Guide to Running vLM on Raspberry Pi

Complete Guide to Running vLM on Raspberry Pi

Know-how for implementing edge AI that operates image × language AI with limited resources.

This article explains the implementation know-how for running small vLMs such as Moondream2, SmolVLM, and Qwen2-VL on Raspberry Pi 4/5 in edge operation. It covers llama.cpp + GGUF quantization, resolution and token control, memory optimization, and deployment in real projects. We will build image × language AI with limited resources. For more details, please refer to the technical column in the related links.

  • Embedded system design service
  • Ido

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STM32 ST-LINK Rescue Guide

STM32 ST-LINK Rescue Guide

Systematizing the SWD recovery procedure in 14 steps when the ST-LINK cannot be connected.

We will systematize the rescue procedures for the common issues encountered with STM32, such as "ST-LINK not connecting" and "Target was not detected," into 14 steps using AN4989, UM2237, and UM1075 as primary sources. This covers everything from SWD recovery to counterfeit detection. For more details, please refer to the technical column in the related links.

  • Embedded system design service
  • Ido

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Legacy Server Cloud Migration Guide

Legacy Server Cloud Migration Guide

Practical explanation of NTP, console, and UNIX server migration to different clouds.

We will explain legacy migration in detail for each type of server. We will discuss whether NTP servers can be replaced by Amazon Time Sync, whether the role of console servers can be substituted by EC2 serial consoles, and the feasibility of rehosting UNIX servers such as Solaris and AIX. Technosphere, which has handled the migration of Solaris to OCI for government agencies, will organize this from a practical perspective. For more details, please refer to the technical column in the related links.

  • Software (middle, driver, security, etc.)
  • Ido

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SH (SuperH) Microcontroller Migration Guide

SH (SuperH) Microcontroller Migration Guide

Explanation of EOL measures for SH-2/SH-4 and replacement/revival to RX.

This article explains the EOL/NRND measures for Renesas SH (SuperH) series microcontrollers SH-1/2/2A/3/4. It discusses the challenges of migration such as code loss, SHC, big-endian, SCIF/MTU2, and shares knowledge and experience regarding porting to RX and other platforms. For more details, please refer to the technical column in the related links.

  • Embedded system design service
  • Ido

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Toshiba Microcontroller Migration Guide TLCS-870/900

Toshiba Microcontroller Migration Guide TLCS-870/900

EOL measures for TLCS-870/900 and transition to TXZ and current microcontrollers.

We will explain the end-of-life measures for Toshiba's old microcontrollers TLCS-870 (8bit) and TLCS-900 (16/32bit). We will share know-how on porting to TXZ (Cortex-M), STM32, and RL78, addressing issues such as code loss, dedicated assemblers, and peripheral differences. For more details, please refer to the technical column in the related links.

  • Embedded system design service
  • Ido

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Renesas RL78 Peripheral Implementation Guide

Renesas RL78 Peripheral Implementation Guide

Implemented UART, I2C, Timer, and ADC with Smart Configurator.

This document explains the procedure for implementing the UART (SAU), I2C (IICA), Timer (TAU), and 12-bit ADC of the Renesas RL78 using code generation in Smart Configurator. TechnoSphere, specializing in embedded contract development, will provide practical insights from the perspective of CS+/e2 studio/CC-RL and STOP/SNOOZE low power modes. For more details, please refer to the technical column in the related links.

  • Embedded system design service
  • Ido

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Complete Guide to STM32 DMA

Complete Guide to STM32 DMA

DMA Implementation Guide to Minimize CPU Load in Collaboration with UART/SPI/ADC

This is an implementation guide for minimizing CPU load by combining STM32's DMA with UART/SPI/ADC. It covers CubeMX settings, Normal/Circular modes, double buffering, and variable-length reception with IDLE interrupts. For more details, please refer to the technical column in the related links.

  • Embedded system design service
  • Ido

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Complete Guide to STM32 Low Power Consumption Modes

Complete Guide to STM32 Low Power Consumption Modes

Low power consumption design techniques to achieve year-long battery operation with CR2032.

This is a comprehensive guide that systematically explains all seven modes of the STM32L4: Run/Sleep/Stop 0/1/2/Standby/Shutdown, based on the official application notes. It covers the usage of the HAL API, wake-up design, lifetime estimation with CR2032, and six common pitfalls encountered in practice. For more details, please refer to the technical column in the related links.

  • Embedded system design service
  • Ido

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Renesas RL78 Disassembly Practical Guide

Renesas RL78 Disassembly Practical Guide

Practical example of reverse engineering an old circuit board without specifications using RL78 disassembly.

This article explains the disassembly procedure for the Renesas RL78 microcontroller based on actual devices. It is a practical case study of restoring a 15-year-old industrial device, which has no specifications or source code, from an ELF file to C language. It includes register analysis and the porting to the latest microcontrollers. For more details, please refer to the technical column in the related links.

  • Embedded system design service
  • Ido

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