Tuning
Human vision target on selected KPIs
CV/ML target. Max mAP on RAW training set)
White balance/color tuning. Color matrix, white balance, color tint correction
Exposure control: speed, metering, zones, operational range adjustment or fixed target
Calculation of optimal lens parameters
HDR and tone mapping optimization
Sharpness / detail reproduction
ISP support:
Nvidia (Xavier, Orin)
ARM, GeoSemi (Mali), Qualcomm
Onsemi
Sensors:
Onsemi, Sony, OmniVision
IQ Lab
Camera bring up and optimization lab:
(+ hdr, +tone-mapping, 3A algorithm, MTF, wide angle, intrinsic, distortion)
Automation and production control lab , p2020
(lens flare, wide-angle, performance under heat)
IQ training
Image Quality fundamentals
(1 day. Covers: detail, color, dynamic range, frequency response, distortion)
Measuring Image Quality
(2 days. work with actual equipment)
Mechanics of IQ tuning
Benchmarking
Auto Exposure performance
White balance and color accuracy
Sharpness and frequency response
Dynamic range
Linearity of response
Optical distortion
Chromatic aberrations
Lens flare
Depth of field
Temperature dependance
Target customer group vision trend research
tune: traffic light detection target
tune: object detection target
factory settings
tune for night vision
detail reproduction and object detection probabilities for 2 cameras
comprehensive test and comparison for 2 cameras
