Nobile Engineering

Computer Vison

Our expertise allowed us to reach top scores in image classification competitions.
  • Real-time Deep-learning based algorithms research, design and implementation
  • Neural network optimization and runtime optimization
  • Custom state-of-the-art object detectors, classifiers, image segmentation
  • Dataset preparation and optimization
  • Real-time traditional computer vision algorithms research, design and implementation
  • Real-time video manipulation
  • Porting of existing proof-of-concept on embeded platforms
  • Performance optimization
  • Develop solutions using OpenCV, Tensorflow, PyTorch, Caffe, MXNet, preferred or custom frameworks
  • Framework Customization

Embedded Development

  • Embedded C and C++
  • ARM M and A series, PIC
  • STM32F lines, Espressif
  • Embedded Linux
  • Low-level driver development and configuration
  • Control algorithms implementation
  • Firmware development

HPC - High Performance Computing

We have long experience in top performing distributed high peformance numerical codes and systems.
  • Code modernization
  • Portable high level code transformations for performance maximization
  • Parallelization
  • SIMD vectorization
  • pthread, OpenMP, std C++ threading
  • MPI
  • Custom and low level network primitives
  • Low-Level optmizations
  • Scientific and Engineering algorithm design and implementation