ISP tuning

Having a great experience at the development of imaging solutions, we are offering services to improve existing ISP for our customers. That includes all stages of project planning and development, choice of camera/hardware/software, utilized algorithms and their implementations, image processing acceleration, image quality improvements, maintenance and support. There are lots of opportunities to help our customers with their imaging products.

ISP task overview

If we need to improve any ISP, that task is closely connected with all nuances of the project, so we need to start from detalied project specification and then to carry on with hardware, software, project requirements and limitations, and only after that we can discuss ISP features to be tuned. That context is very important to build good and reliable solution, which comply with the main goal.

Project specification

Main goal to achieve
Business case info
The most important features
Description of main use cases
End user workflow description
Maintenance and support

Project requirements and limitations

Image quality requirements
Performance requirements
Latency
Utilized hardware (CPU/GPU/Jetson/SSD, etc.) and camera interfaces (MIPI/USB3/GigE/Coax/PCIe)
Utilized illumination, lenses, etc.
Remote operation
Delivery date

Hardware

Desktop/server: CPU, GPU, SSD, interfaces (USB3, 10-GigE, PCIe)
Mobile: Jetson Nano/TX2/NX/Xavier/Orin
Frame grabber model, camera interface, connection to PC
Camera model, image sensor, resolution, bit depth, frame rate, gain
Illumination, lenses, etc.

Software

Libraries and SDKs for software development
Image sensor control, adaptive exposure/gain control, lens control, synchronization
Camera calibration
RAW to RGB transform
Software acceleration
Visualization
Image/video encoding, streaming
Testing/verification
Updates, maintenance and support