Deep Learning - ShuraCore | Software Development Services

Deep Learning

Deep learning is a subset of machine learning. It uses machine learning techniques to solve business problems by applying neural networks to choose the best adaptation model in industrial enterprise management. Deep Learning can be expensive and requires vast amounts of training data. This is because many parameters need to be tuned for learning algorithms to avoid false positives. For example, a deep learning algorithm might be instructed to “figure out” what the object model looks like. A large amount of modeling data must learn to distinguish between the control object’s behavior to do the training. Use cases for deep learning:

  • You have a lot of data.
  • You have to solve problems that are too complex for machine learning.
  • You have enough computing resources and manage hardware and software to train deep learning neural networks.

Frameworks and Technologies

Machine learning and artificial intelligence are technological breakthroughs. AI software allows you to solve more and more complex problems. We solve AI problems for industries: Industrial Automation and Robotics, the Internet of Things, and Electronic Design Automation. The popularity of AI technologies is growing, which means that the demand for them is also increasing. The rise of AI drives a larger developer community and new AI frameworks that make learning and working easier. ShuraCore specialists use the following frameworks and technologies in their work:

Embedded Software Development Services

Buildroot, Yocto Project, ELBE, ROS, PetaLinux, OpenWrt, Autotools, QEMU, U-Boot, LibJPEG, LwIP, uIP, mbedTLS, TouchGFX, EmWin, uGFX, lvgl

Embedded Software Development Services

FreeRTOS, ChibiOS/RT, eCos, CMSIS-RTX, RTEMS, Segger embOS, Mbed OS, TI-RTOS, Azure RTOS, OpenAMP, OpenMCAPI, jailhouse, Xenomai
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ShuraCore is a team of professional engineers ready to provide a full range of design, innovation, programming, prototyping, porting, launch, and testing of the necessary embedded software solutions. Our experts will help you solve your problem. More details about our experience in system programming and embedded software development for microprocessors, microcontrollers, DSP, and FPGA are described below.

We are professionally engaged in the development of embedded software. ShuraCore uses CI/CD for our clients’ development products. Our specialists reduce our clients’ business risks through well-structured processes and regulations, adherence to standards for developing a system and embedded software, and interest in development quality. Besides our extensive experience with various embedded operating systems, libraries, frameworks, ShuraCore specialists also follow strict quality assurance procedures that comply with international safety and quality standards and certifications for critical equipment.

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