概要
説明
RT-RK offers cutting edge expertise on Renesas dedicated I/Ps for computer vision, deep learning and video processing. RT-RK offers consulting and services on computer vision and machine learning to optimize the performance of Tier 1 and OEM algorithm on Renesas products.
特長
- Computer Vision:
- CVe: MTMD parallelization
- IMPc: configurable pre-processing-post pipeline (100 transformations)
- PSC: pyramidal image scaling
- Memory Pipeline: DDR - scratchpad - LWM
- Deep Learning:
- CNN FE: improving configurability and usage of CNN Toolchain
- CNN FW: from Caffe model to optimized forward propagation
- Custom Layer - development: Fully Connected, Convolution 1x1, other on demand
- CNN Toolchain – customer integration support of Renesas tailored ISP for Human Vision and Machine Vision
- VisionIP:
- Stereo Block Matching IP – usage and configuration
- Optical Flow IP – usage and configuration
- Classifier IP - usage and configuration
- Image Processing:
- IMR – camera capture integration into pipeline
- ISP – usage and configuration, customization, development of advanced pipelines
- Training:
- Basic: introduction of Renesas I/Ps, tool chain, vision pipeline
- Advanced: focus on machine learning and CNN I/P
Applications
- Front Smart Camera for NCAP
- Surround View System
- Driver Monitoring System
- Autonomous Drive
- Intelligent Survey Camera
- Industrial Application
- Passenger Car, Commercial and Off-road Vehicles
