Camera & Vision Solution Design
Overview
Regami Solutions has an experienced hardware and software development team to enable customers with high performance, rugged and state of the art solutions. We have the privilege of working with customers from variety of industries such as Medical, Retail, Government, Industrial and so on.
Regami Solutions has a specialized team to cater to audio and video solution development. Our expertise in audio and video designs enables us to manage multi-media content for a wide range of applications ranging from security & surveillance, digital signages, medical electronics, in-vehicle infotainment, assistive technology and AR/VR devices.
Regami Solutions has the expertise to implement the solution on platforms such as PCs, High end SOCs running any OS such as Embedded Linux, Windows, Android.
The expertise spans from selection of the right sensors, ISP, Lens, Processors, and understanding of the interfaces such as MIPI, Parallel, USB, PoE, GMSL, FPD Link and so on., integrating them with the host such as PC, ARM, High end SOCs, Development of drivers, video & audio streaming applications, video & audio processing application all the way to data management and processing on the cloud.
Camera Design and Development
With the current advancement in technology, we see vision becoming an integral part of every smart solution. Every machine is being incorporated with means to image the scene and make decision based on the changes in the environment. This, in turn, is exponentially increasing the demand for cameras in varied form factors such as USB, MIPI CSI 2, Parallel, PoE, GMSL, FPD link etc.
OEMs developing camera products need to consistently ensure that the products they develop incorporate latest technologies to differentiate themselves and stay ahead of the curve. The camera products need to have either Full-HD or Ultra-HD image/video capture and rendering, pervasive connectivity, long battery life and embedded intelligence and many more features.
Regami, with its extensive experience in camera, imaging and vision systems, is well poised to be your trusted partner in your camera development journey.
Our Camera Hardware and Software Expertise
Camera Hardware
-
Camera Modules - MIPI / USB / PoE / GMSL / FPD LInk
-
Camera Systems - With on-board intelligence
Camera Software
-
Image Quality / ISP Tuning
-
Camera Drivers
-
Camera Frameworks
Imaging Algorithm
-
Low Light Enhancements
-
High Dynamic Range
-
Software Image Pipeline
-
On-Board Dewarping
System Integaration
-
Performance Optimizations
-
Applications Development
-
Testing and Verification
Need consultation?
-
You shall be able to interact with our imaging experts who can work with you to understand your needs, elicit your requirements, identify and integrate off the shelf solutions or design and develop custom solutions based on whichever the best suitable option for you. We shall also share details on solution plan, risks and mitigation, timeline and costs.
-
3 - 8 Weeks for Proof of Concept delivery.
-
3 - 4 Months for first prototype delivery.
Camera Modules Design
The application of camera modules has evolved overtime to more complex use cases such as machine vision, medical imaging, and scientific research. The improvement in quality and availability of CMOS camera has it possible to achieve higher resolution and lower cost. Companies needing vision solutions are looking for plug-and-play designs that work on different platforms like Nvidia Jetson Nano/Xavier NX/Xavier AGX, NXP i.MX series, TI OMAP series, Qualcomm Snapdragon series running OS such as Linux or Android.
Regami, with its expertise in camera development and integration, offers camera development and integration services in quicker turn-around times. The team at Regami leverages the capabilities in camera sensor technology, camera-tuning, camera hardware design capability and algorithm development to design state of the art camera modules and as well imaging software for your various needs.
Regami has the expertise to develop camera solutions that supports various interfaces such as
1. MIPI CSI 2 : Supporting RAW Bayer/YUV/MJPEG format.
2. Parallel : Supporting RAW Bayer/YUV/MJPEG format.
3. USB 2.0/3.0 : Supporting RAW Bayer/YUV/MJPEG/H.264 format
4. Ethernet/PoE : Supporting MJPEG/H.264/H.265 format.
5. GMSL : Supporting RAW Bayer/YUV/MJPEG format.
6. FPD Link : Supporting RAW Bayer/YUV/MJPEG format.
Regami has the experience working with color as well as monochrome sensors and rolling shutter as well as global shutter sensors from popular CMOS sensor vendors such as Sony, On Semiconductors and Omnivision.
We design cameras for below applications
Regami Solutions has designed camera development services to enable technology companies launch their products into the market faster. The Main Factors we ensure as a part of solution delivery are :
Face Recongition
Surveillance Cameras
Medical Imaging
Smart Home Solutions
IoT Solutions
Industrial Automation
Fleet Management
Asset Management
AR/VR Devices
Camera Image Quality Tuning
The integration of camera systems in various smart solutions and AI based solutions is increasing the demand for image quality and improve scene reproduction. However, the challenged pertaining to achieving the quality and scene reproduction in dynamic environmental conditions is still a major challenge for camera designers.
The image quality and tuning requirements depends on the combination of sensor, lens, processors, and the environment it is used. Regami, with its expertise in camera development and tuning, shall be bale to customer with customers to deliver the most optimal solution for various use cases.
Our Image Tuning Offerings are :
Image Signal Processor Tuning
The Image Signal Processor is tuned to achieve the best image quality.
-
3A tuning: Auto exposure, Auto white balance, Auto focus
-
ISP Tuning for various camera parameters - color & white balance accuracy, sharpness, noise, tonal response, dynamic range, optical distortion, etc.
-
Camera characterization (shading, distortion) and calibration for both intrinsic and extrinsic parameters
-
IQ tuning for human v/s machine vision
-
Other algorithms: HDR, Low light, LED flash, etc.
Image Quality Benchmarking
Regami's IQ experts work with you to provide an in-depth analysis of your imaging system using both objective metrics and subjective methodologies that are used to test and benchmark image quality of still image and video capture devices.
-
KPI based objective IQ attributes analysis – Noise, Sharpness, color accuracy, WB error, defective pixels etc.
-
Subjective analysis under various operating conditions
Computer Vision
Computer vision is opening possibilities of making every machine more intelligent with capability to understand the world around and make decisions. However, computer vision is computationally intensive for typical embedded systems that the high-tech products run on in terms of CPU and Memory.
Regami, with its extensive expertise in camera system development, imaging solutions development, deep learning methodologies and real-time embedded systems, enables customers to harness the power of embedded vision technologies in their next-gen products.
With our full stack services from selecting the right embedded platform to developing CNN algorithms and from camera integration to optimizing the systems for embedded systems, Regami shall be your ideal partner in your embedded vision development journey.
Our end-to-end computer vision offerings
Image Capture
-
Camera hardware and software for image/video capture
-
Image quality tuning and enhancements, Camera driver development
Data Preperation
-
Dataset collection from multiple sources
-
Data annotation & verification
-
Problem specific data augmentation
Model Design
-
Complexity aware custom architecture design including FF-CNNs, RNNs, LSTMs, CRFs, and HMMs for use-case
-
Framework selection
-
Model training
Model Optimization
-
Algorithm porting and optimization on embedded platforms including deep compression
-
GPU acceleration
System Integration
-
System software development including connectivity, display integration
-
System optimizations for constrained resources
Application Development
-
Application development for automotive, retail, robotics, drones, surveillance, security, industrial use-cases
