• IOT AND INDUSTRY 4.0 21XX

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Point Grey Research
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  • Offer Profile
  • Point Grey is a global leader in the design and manufacturing of innovative, high-performance digital cameras for industrial, scientific, medical, traffic, and security applications. We offer a unique and comprehensive portfolio of USB3 Vision, GigE Vision, FireWire, and USB 2.0 products known for their outstanding quality, ease of use, and unbeatable price-performance.
Product Portfolio
  • Imagining

  • Point Grey offers innovative, high-performance digital cameras for industrial, life science, traffic, and security applications. Our unique and comprehensive portfolio of USB3 Vision, GigE Vision, FireWire, USB 2.0 and Camera Link products are known for their outstanding quality, ease of use, and unbeatable price-performance.
      • USB3 Vision

      • Point Grey offers the world's largest selection of USB3 Vision® cameras to address the demand for speed, reliability, and ease-of-use. To help you get the most out of USB3 Vision imaging, Point Grey has developed an ecosystem of products and resources including cables, host controller cards, drivers, API's, application notes, videos, and white papers.
          • Blackfly

          • Excellent Imaging Quality, Unbeatable Value

            The Blackfly® camera line combines highly sensitive sensors, indu000000000stry-leading affordability, and a host of unique features for uncompromising value. Every Blackfly model comes packed with functionality designed to maximize performance and reliability, including a 16 MByte frame buffer; LED status indicators; and an on-camera image processing pipeline that provides color interpolation, gamma, and lookup table functionality. The Blackfly camera weighs just 36 grams, measures 29 x 29 x 30mm uses 2 watts of power and is available supporting USB3 Vision or GigE Vision with Power over Ethernet.

            • 0.3 MP to 5.0 MP
            • 7.5 FPS to 90 FPS
            • 29 mm x 29 mm x 30 mm
            • CCD and CMOS
          • Chameleon3

          • Flexible Integration, Multiple Form Factors

            The Chameleon3 camera line combines the ease-of-use of USB 3.0, the small size and flexibility of board-level, and the most popular CCD and CMOS image sensors into an affordable package. Available in a compact 44 x 35 x 19.5 mm case or as a 40 x 31 mm board stack, the Chameleon3 is well-suited to a wide range of space-constrained applications. The Chameleon3’s lightweight metal case is designed for reliability and offers multiple mounting points and a locking USB 3.0 connection. The board-level version offers configuration flexibility and can be equipped with either a C/CS-mount lens holder or a smaller S-mount (M12) lens holder. Other standard features include an on-camera frame buffer for image retransmission, opto-isolated GPIO with locking connection, and a hassle-free 3-year warranty.

            • 1.3 MP to 5.0 MP
            • 13 FPS to 149 FPS
            • 44 mm x 35 mm x 19.5 mm (case enclosed)
            • CCD and CMOS
          • Flea3

          • Fast, Powerful, Advanced CMOS Sensors

            The Flea®3 line of USB3 Vision, GigE Vision and FireWire cameras offers a variety of CMOS and CCD image sensors in ultra-compact, low-cost packages. Measuring just 29 x 29 x 30 mm, the Flea3 has the same small, lightweight form factor as many industry-standard “ice cube” analog cameras. The Flea3 also offers a host of features, including enhanced opto-isolated GPIO; a 32 megabyte frame buffer; non-volatile user data storage; various trigger modes; on-camera processing including color interpolation, look up table, gamma correction, and pixel binning functionality. To maximize reliability, the Flea3 provides a unique set of features including on-camera power, temperature, and status monitoring; and in-field updatable firmware.

            • 0.3 MP to 8.8 MP
            • 8 FPS to 150 FPS
            • 29 mm x 29 mm x 30 mm
            • CCD and CMOS
          • Grasshopper3

          • Maximum Performance, Large Format Sensors

            The Grasshopper®3 camera line provides high-performance, high-quality imaging by combining Point Grey expertise with the latest in CCD and CMOS technology. The Grasshopper3 line leverages multi-tap Sony EXview HAD CCD II™ sensors, Sony Pregius™ global shutter CMOS, and offers unique low noise imaging modes important in scientific applications. Supporting USB 3.0 and GigE with Power over Ethernet, these cameras are ideal for a wide variety of demanding applications including flat panel inspection, 3D measurement, ophthalmology, flow-scanning cytometry, and fluorescence imaging.

            • 1.4 MP to 12 MP
            • 7 FPS to 163 FPS
            • 44 mm x 29 mm x 58 mm
            • CMOS and CCD
        • GigE Vision

        • With prices starting at $265/199€ and form factors that include the world’s smallest GigE and POE cameras as well as the world’s only hybrid IP/Machine Vision camera, Point Grey’s GigE camera range offers unbeatable price performance as well as unique features.
            • Blackfly

            • Smallest POE Camera, Uncompromising Value

              The Blackfly® camera line combines highly sensitive sensors, industry-leading affordability, and a host of unique features for uncompromising value. Every Blackfly model comes packed with functionality designed to maximize performance and reliability, including a 16 MByte frame buffer; LED status indicators; and an on-camera image processing pipeline that provides color interpolation, gamma, and lookup table functionality. The Blackfly camera weighs just 36 grams, measures 29 x 29 x 30mm uses 2 watts of power and is available supporting USB3 Vision or GigE Vision with Power over Ethernet.

              • 0.3 MP to 5.0 MP
              • 7.5 FPS to 90 FPS
              • 29 mm x 29 mm x 30 mm
              • CCD and CMOS
            • Flea3

            • Smallest GigE Camera, Advanced CCD Technology

              The Flea®3 line of USB3 Vision, GigE Vision and FireWire cameras offers a variety of CMOS and CCD image sensors in ultra-compact, low-cost packages. Measuring just 29 x 29 x 30 mm, the Flea3 has the same small, lightweight form factor as many industry-standard “ice cube” analog cameras. The Flea3 also offers a host of features, including enhanced opto-isolated GPIO; a 32 megabyte frame buffer; non-volatile user data storage; various trigger modes; on-camera processing including color interpolation, look up table, gamma correction, and pixel binning functionality. To maximize reliability, the Flea3 provides a unique set of features including on-camera power, temperature, and status monitoring; and in-field updatable firmware.

              • 0.3 MP to 8.8 MP
              • 8 FPS to 150 FPS
              • 29 mm x 29 mm x 30 mm
              • CCD and CMOS
            • Grasshopper3

            • Maximum Performance, Large Format Sensors

              The Grasshopper®3 camera line provides high-performance, high-quality imaging by combining Point Grey expertise with the latest in CCD and CMOS technology. The Grasshopper3 line leverages multi-tap Sony EXview HAD CCD II™ sensors, Sony Pregius™ global shutter CMOS, and offers unique low noise imaging modes important in scientific applications. Supporting USB 3.0 and GigE with Power over Ethernet, these cameras are ideal for a wide variety of demanding applications including flat panel inspection, 3D measurement, ophthalmology, flow-scanning cytometry, and fluorescence imaging.

              • 1.4 MP to 12 MP
              • 7 FPS to 163 FPS
              • 44 mm x 29 mm x 58 mm
              • CCD and CMOS
            • Grasshopper2

            • High Resolution, Sony CCD Quality

              The fully redesigned Grasshopper®2 camera series is the next generation version of the high performance Grasshopper and offers users a GigE Vision digital interface and a FireWire 800 (1394b) interface. The Grasshopper2 uses the same form factor as the existing Grasshopper and a unique selection of image sensors, and adds several new features, including enhanced opto-isolated general purpose I/O and improved imaging performance.

              • 1.4 MP to 5.0 MP
              • 15 FPS to 30 FPS
              • 44 mm x 29 mm x 58 mm
              • CCD
            • Zebra2

            • IP + Machine Vision, MJPEG over GigE

              The Zebra®2 combines the capabilities of a machine vision and an IP camera in a single package. The Zebra2 fulfills a growing demand in traffic, surveillance and process monitoring installations that require real-time viewing in addition to image storage or post processing such as ALPR/ANPR and incidence analysis. To accomplish this task, the Zebra2 sends uncompressed video over HD-SDI as well as MJPEG compressed or uncompressed images over Gigabit Ethernet.

              • 2.0 MP to 5.0 MP
              • 10 FPS to 30 FPS
              • 44 mm x 44 mm x 87.5 mm
              • CCD
          • IEEE1394 (FireWire)

          • Point Grey has one of the largest selection of industry leading FireWire cameras. Through our expertise we've developed an ecosystem of products and resources including cables, host adapters, drivers, API's, and resource articles to help users set up and get the most out of their systems.
              • Grasshopper Express 1394b

              • Highly Sensitive CCD's, Sony EXview HAD CCD II

                The new Grasshopper Express® camera series features a completely new hardware platform designed to accommodate a wide range of high speed Kodak and Sony image sensors. The Grasshopper Express is housed in the same compact metal case as the original Grasshopper. The camera also comes complete with a variety of new features, including enhanced opto-isolated GPIO, new hardware trigger modes, and improved imaging performance.

                • 1.0 MP to 6.0 MP
                • 11 FPS to 70 FPS
                • 44 mm x 29 mm x 58 mm
                • CCD
              • Grasshopper2 1394b

              • High Sensitivity, Low Noise Sony CCD Quality

                The fully redesigned Grasshopper®2 camera series is the next generation version of the high performance Grasshopper and offers users a GigE Vision digital interface and a FireWire 800 (1394b) interface. The Grasshopper2 uses the same form factor as the existing Grasshopper and a unique selection of image sensors, and adds several new features, including enhanced opto-isolated general purpose I/O and improved imaging performance.

                • 1.4 MP to 5.0 MP
                • 15 FPS to 30 FPS
                • 44 mm x 29 mm x 58 mm
                • CCD
              • Grasshopper 1394b

              • Highly Sensitive, Well-Known Sony CCD Sensors

                The Grasshopper® IEEE-1394b (FireWire) digital camera line offers a large selection of high resolution, high sensitivity sensors and an ultra fast 800Mb/s digital interface. Attractive pricing makes these powerful cameras ideal for OEMs and system integrators who need compact systems that deliver 0.3M, 1.4M, 2.0M or 5.0M images at high frame rates. The Grasshopper cameras are particularly effective in demanding imaging applications such as those used in electronics manufacturing, life sciences and microscopy, surveillance and security, and ITS.

                • 0.3 MP to 5.0 MP
                • 15 FPS to 200 FPS
                • 44 mm x 29 mm x 58 mm
                • CCD
              • Flea2 1394b

              • Smallest 1394b Camera, Analog 19448ment

                At 29x29x30mm, the Flea®2 is even smaller than the original Flea camera and is designed to have the form factor of similar industry standard analog cameras. The 800Mb/s interface enables full frame rate RGB image transmission and even more cameras on the same bus. The IEEE-1394b cable with jack screws allows a more secure connection to the camera.

                • 0.3 MP to 5.0 MP
                • 7.5 FPS to 80 FPS
                • 29 mm x 29 mm x 30 mm
                • CCD

                   
              • Flea3 1394b

              • Ultra Compact, Fast, Advanced CCD Technology

                The Flea®3 line of USB3 Vision, GigE Vision and FireWire cameras offers a variety of CMOS and CCD image sensors in ultra-compact, low-cost packages. Measuring just 29 x 29 x 30 mm, the Flea3 has the same small, lightweight form factor as many industry-standard “ice cube” analog cameras. The Flea3 also offers a host of features, including enhanced opto-isolated GPIO; a 32 megabyte frame buffer; non-volatile user data storage; various trigger modes; on-camera processing including color interpolation, look up table, gamma correction, and pixel binning functionality. To maximize reliability, the Flea3 provides a unique set of features including on-camera power, temperature, and status monitoring; and in-field updatable firmware.

                • 0.3 MP to 8.8 MP
                • 8 FPS to 150 FPS
                • 29 mm x 29 mm x 30 mm
                • CCD and CMOS
              • Firefly MV 1394a

              • Small, Affordable, Versatile CMOS

                The small and affordable Firefly® MV line offers 11 different combinations of CMOS image sensor (0.3 and 1.3 MP), form factor (board-level and housed) and interface (FireWire and USB 2.0) that are designed to address a wide variety of applications in industrial and non-industrial imaging.

                • 0.3 MP to 1.3 MP
                • 23 FPS to 60 FPS
                • 44 mm x 34 mm x 24.4 mm
                • CMOS
              • Dragonfly2 1394a

              • Flexible, Full-Featured, Sony CCD Quality

                The flexible and full-featured Dragonfly®2 camera offers a choice of six monochrome and color CCD models. Options include board-level or case-enclosed form factors, and a choice between microlens and C/CS lens mounts. It was developed for easy design transition from the original Dragonfly camera and offers double the standard frame rate and on-board color processing. Auto-iris is supported on case-enclosed models only.

                • 0.3 MP to 1.3 MP
                • 20 FPS to 60 FPS
                • 44 mm x 34 mm x 24.4 mm
                • CCD
            • USB 2.0

            • Our cost-effective and versatile USB 2.0 cameras offer reliable imaging for a wide variety of industrial and non-industrial applications. Each USB 2.0 camera features GPIO connection and onboard status LED. They also include a tripod mount adapter, C-mount adapter, removable glass/IR filter as well as full compatibility with our software API library.
                • Chameleon

                • Compact, Cost Effective, Sony CCD Sensitivity

                  The Chameleon® USB 2.0 digital video camera from Point Grey Research is a complete, cost effective and reliable imaging solution. A high sensitivity Sony EXview HAD CCD® sensor, combined with a hi-speed USB 2.0 digital interface, makes the Chameleon an ideal choice for demanding imaging applications such as object and gesture tracking, test and measurement,life and bioscience, augmented reality, multitouch display, security and biometrics, and robot guidance.

                  • 1.3 MP
                  • 18 FPS
                  • 25.5 mm x 44 mm x 41 mm
                  • CCD
                • Firefly MV

                • Small, Affordable, Versatile CMOS

                  The small and affordable Firefly® MV line offers 11 different combinations of CMOS image sensor (0.3 and 1.3 MP), form factor (board-level and housed) and interface (FireWire and USB 2.0) that are designed to address a wide variety of applications in industrial and non-industrial imaging.

                  • 0.3 MP to 1.3 MP
                  • 23 FPS to 60 FPS
                  • 44 mm x 34 mm x 24.4 mm
                  • CMOS

                     
              • Camera Link

                    • Gazelle

                    • CMOSIS Global Shutter, Camera Link Speeds

                      The Gazelle® series of Camera Link cameras delivers an unsurpassed combination of size, speed, and price. The Gazelle is based on the same compact form factor as the popular Grasshopper camera and is designed to accommodate a large selection of high resolution, high frame rate image sensors. The Camera Link Base, Full (640 MByte/s) configurations allows the CMOS image sensors from CMOSIS to run at 2 MP at 280 FPS and 4 MP at 150 FPS.

                      • 2.2 MP to 4.1 MP
                      • 150 FPS to 280 FPS
                      • 44 mm x 29 mm x 59.5 mm
                      • CMOS
                • IP Security

                • The compact, cost-effective Cricket® IP cameras feature high resolution Sony CMOS Exmor sensors for excellent low light performance and wide dynamic range.
                      • Cricket - IP Security Camera

                      • Cricket supports multi-streaming and multi-casting, simultaneous support for both H.264 and MJPEG, 2D and 3D noise reduction, low power consumption, ONVIF-compliance, and Power over Ethernet. Designed and manufactured in Canada, Cricket can be purchased online directly from Point Grey, one of the world's leading manufacturers of industrial cameras.
                  • Software

                  • Image acquisition software for single lens USB3 Vision, GigE Vision, and FireWire cameras.
                        • FlyCapture SDK

                        • The FlyCapture Software Development Kit (SDK) that comes free with every Point Grey camera provides a common software interface to control and acquire images from Point Grey USB 3.0, GigE, FireWire, and USB 2.0 cameras using the same API under 32- or 64-bit Windows or Linux. FlyCapture supports ActiveX and DirectShow interfaces, and includes the FirePRO low-level 1394b interface driver, enhanced USB 3.0 interface driver, and the GigE image filter driver. A complete software API library, ready-to-use demo programs, and comprehensive source code examples enable users to easily build custom imaging applications.
                    • Spherical Vision

                    • Point Grey makes spherical video a reality by providing affordable hardware and software packages that deliver high-resolution 360° visual coverage. All three Ladybug systems perform the image acquisition, processing, stitching and correction necessary to integrate multiple camera images into full-resolution digital spherical and panoramic videos in real time. The quality and flexibility of spherical video data make the medium ideal for applications requiring synchronization of video images. This revolutionary technology is now used for a wide variety of applications and solutions.
                        • Ladybug

                        • Every Ladybug system includes feature-rich software to manage image acquisition, spherical and panoramic image production, and camera settings. The Ladybug SDK includes the LadybugCapPro program, source code for a quick start in the C/C++ programming environment, a camera device driver, and Application Programming Interface (API) software library.
                          Learn more about our products below in order to choose the right one for you.
                            • Ladybug5 USB 3.0

                            • HDR, Post-Processing, Covers 90% Of Full Sphere

                              The Ladybug®5 spherical imaging system boasts an impressive 30 MP resolution covering 90% of a full sphere; a 5 Gbit/s USB 3.0 interface; and a ground-breaking post-processing workflow that provides high dynamic range, superb image quality and maximum user flexibility. It is an excellent choice for applications in geographic information systems (GIS); vehicle-based photogrammetry; situational awareness; and entertainment solutions for lighting models, full dome projection content, and other immersive experiences.

                              • 30 MP (5 MP x 6 sensors)
                              • 10 FPS JPEG Compressed; 5 FPS Uncompressed
                              • 197 mm (Ø), 160 mm (H)
                              • CCD
                            • Ladybug3 1394b

                            • Water Resistant Case, Covers 80% Of Full Sphere

                              The Ladybug3 is an ideal solution for applications that require high resolution, a weather-resistant case, direct FireWire connection, or the ability to synchronize to external devices such as an external trigger or light source. Point Grey's Spherical Vision camera systems are provided as complete hardware and software packages. Customers can access and control their Ladybug3 Spherical Vision system with the Ladybug SDK.

                              • 12 MP (2 MP x 6 sensors)
                              • 6.5 FPS
                              • 122 mm x 141 mm
                              • CCD
                            • Ladybug2 1394b

                            • Highly Affordable, Fast, Covers 75% Of Full Spher

                              The Ladybug2 is an excellent choice where smaller size, lower cost, or the ability to have the camera run over long distances via optical cable is required. Point Grey Research's Spherical Vision camera systems are provided as complete hardware and software packages. Customers can access and control their 360° Spherical Camera with the Ladybug SDK. All Ladybug2 purchases come complete with our development kit.

                              • 4.8 MP (0.8 MP x 6 sensors)
                              • 15 FPS
                              • 110 mm x 100 mm x 141 mm
                              • CCD
                          • Software

                          • Image acquisition software for Ladybug 360° spherical systems.
                                • Ladybug SDK

                                • Every Ladybug® system includes a feature rich Software Development Kit (SDK) to manage image acquisition, spherical and panoramic image production, and camera settings. The Ladybug SDK includes the LadybugCapPro program, source code for a quick start in the C/C++ programming environment, a camera device driver, and Application Programming Interface (API) software library. The API allows users to integrate Ladybug functionality with custom applications.
                            • Stereo Vision

                            • Point Grey has made stereo vision practical for a variety of research areas by providing hardware and software packages that include complete stereo processing support – from image correction and alignment to dense correlation-based stereo mapping. Stereo vision works in a similar way to 3D sensing in human vision. It begins with identifying image pixels that correspond to the same point in a physical scene observed by multiple cameras. The 3D position of a point can then be established by triangulation using a ray from each camera. The more corresponding pixels identified, the more 3D points that can be determined with a single set of images. Correlation stereo methods attempt to obtain correspondences for every pixel in the stereo image, resulting in tens of thousands of 3D values generated with every stereo image.
                                • Bumblebee

                                • Learn more about our products below in order to choose the right one for you.
                                    • Bumblebee XB3 1394b

                                    • Multi-Baseline, Flexible, Long Range Precision

                                      The Bumblebee® XB3 is a 3-sensor multi-baseline IEEE-1394b (800Mb/s) stereo camera designed for improved flexibility and accuracy. It features 1.3 mega-pixel sensors and has two baselines available for stereo processing. The extended baseline and high resolution provide more precision at longer ranges, while the narrow baseline improves close range matching and minimum-range limitations.

                                      • 1.3 MP
                                      • 16 FPS
                                      • 277 mm x 37 mm x 41.8 mm
                                      • CCD
                                    • Bumblebee2 1394a

                                    • Compact Size, Accurate, Sony CCD Image Quality

                                      The Bumblebee®2 stereo vision camera provides a balance between 3D data quality, processing speed, size and price. Developed as a drop-in 19448ment for the original Bumblebee camera, the Bumblebee2 also features increased frame rate and a GPIO connector for external trigger and strobe functionality.

                                      • 0.3 MP to 0.8 MP
                                      • 20 FPS to 48 FPS
                                      • 157 mm x 36 mm x 47.4 mm
                                      • CCD
                                         
                                  • Software

                                  • Image acquisition software for Bumblebee stereo cameras.
                                        • Triclops SDK

                                        • The Triclops™ Software Development Kit (SDK) is included with all Point Grey IEEE-1394 Stereo Vision products and is used to provide real-time depth range images using stereo vision technology. It allows users to accurately measure the distance to every valid pixel in an image. Triclops includes Multithreading enhancements and 64-bit OS support on both Linux and Windows. When combined, these improvements enable full stereo image rendering at frame rates and resolutions that were not possible before. Developers can leverage concurrency and memory architecture features found in new generation hardware and operating systems, resulting in frame rates 3 to 4 times faster than was achievable in previous releases on a single core machine, with the added benefit of 64-bit memory addressing. Triclops is ideal for research in mobile robotics and computer vision.
                                    • Applications

                                    • Not sure which Point Grey camera is the best choice for your application? Get started by browsing our application pages below to view application specific cameras and case studies.
                                        • Industrial

                                        • Point Grey cameras allow OEMs and system integrators to leverage the latest innovations in imaging technology at outstanding price-performance ratios. With a diverse selection of digital interfaces, a full range of high quality CCD and CMOS sensors, and a unique set of advanced features, Point Grey cameras provide the flexibility to develop a wide variety of industrial imaging applications.
                                        • Medical and Life Sciences

                                        • The field of life sciences is often faced with identifying and solving new problems. Researchers become pioneers as they work towards better understanding the world around us. Point Grey cameras are especially useful in this challenge by providing the flexibility and adaptability needed to address new possibilities. Compared to high-end scientific cameras, Point Grey cameras allow researchers to develop their solutions at a much lower cost.
                                        • ITS & Traffic

                                        • By applying machine vision technology to solve ITS problems, providers reach the market faster and more cost-efficiently. To address a wide variety of ITS applications, Point Grey cameras come in a selection of digital interfaces, sensors, price points, and board-level or boxed.
                                        • Security and Surveillance

                                        • IP-based video technology serves a broad variety of security and surveillance applications from public safety and facility monitoring to crime prevention and retail monitoring. Gone are the days of grainy, hard to see images; today’s video surveillance requirements are for superior image quality, low light sensitivity, and wide dynamic range. Point Grey’s Cricket IP security cameras provide high definition quality in a compact and highly competitive package. The Cricket IP camera starts at $299 and supports multi-streaming and multi-casting, simultaneous support for both H.264 and MJPEG, 2D and 3D noise reduction, low power consumption, ONVIF-compliance, and Power over Ethernet.
                                        • GIS Geographical Infromation Systems

                                        • With the digital revolution, geographical information systems are a growing and highly profitable industry. Companies like Google have gained particular notice by developing Street View, a capability which allows Google map users to zoom into a street level view of a neighborhood. Similarly, municipalities and larger property investors are relying on camera images, captured from a moving vehicle, to register key assets such as road signs, building locations and road features.
                                        • Astrophotography

                                        • For stunning images, Point Grey cameras are sought after by planetary, lunar, solar, and deep sky astrophotographers. Leveraging industrial camera technological advances in image quality, sensitivity, and speed, Point Grey cameras allow for precise resolution and frame rate control. Point Grey cameras are available in a range of popular Sony CMOS and CCD sensors housed in rugged, compact cases with unbeatable price points.
                                        • Prosumer & Entertainment

                                        • The rapid evolution and price-performance improvements of digital imaging cameras has attracted users from the 3D imaging, interactive multimedia, and broadcasting communities to Point Grey cameras. In response, Point Grey has invested heavily into the development of non-proprietary, industry standard technologies such as DCAM, GigE Vision and USB3 Vision to facilitate ease-of-use. The value of these standards is ongoing compatibility between various camera models and host applications. Users benefit from this relationship by enabling the final solution to remain flexible years into the future.
                                        • People Counting for Retail Analytics

                                        • The retail industry has evolved significantly in terms of infrastructure, utility, and technological advancements. Demand for the use of high-end technologies, such as big data analytics has increased to provide a better customer experience. Retailers worldwide use in-store analytics to collect and analyze data on in-store shopping behavior to improve the overall store performance. Therefore, in-store analytics solutions are becoming an innate part of today’s retail industry as they help in analyzing numerous areas of business such as marketing, operations, merchandising, fraud detection, and loss prevention.