EDOM Face Recognition System Solution uses NVIDIA strong edge computing engine, Jetson TX2, SONY CMOS high-sensitivity image sensor, ISX019, and high-definition Innolux LED backlight LCD panel.
Jetson TX2 provides powerful AI intelligent deep learning and edge computing capabilities. The human face can be detected through deep learning model and then the face area will be cropped to extract the face features. Compare with face dataset to come out final results. In addition, the image data does not need to be uploaded to the cloud server, face recognition can be completed offline on the local device.
SONY ISX019 features high sensitivity, high dynamic range (HDR), and LFM (LED Flicker Mitigation), which enables the system to acquire high-quality data even under the low-light or high-contrast environment.
EDOM Face Recognition System has been successfully applied to the employee attendance management system including whole hardware and software (BSP) integration, and the back-end management system.
Besides, EDOM also provides one-stop customized intelligent face recognition solution from IC chips, modules, to complete system. With our professional technical support, we can help you develop the breakthrough face recognition system at ease.
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- Strong edge computing engine with NVIDIA TX2 including 256 GPU cores for parallel computing
- No need to upload to the cloud server, capable execute inference offline on the local machine
- The facial image is not necessarily limited to the front face, and the side face smaller than 30 degrees can be recognized
- Excellent performance under high dynamic range and low light sensitivity
- Using CNN deep learning model for face detection and SVM for face feature comparison
- Providing standard SDK and customized employee attendance management system
- Intellengent face recognition: access control management, attendance management, and guest visiting management system
- Intellengent advertisement signage
- Flow control management system
- License plate recognition system
Face Recognition System Block Diagram
Face Recognition Technology Pipeline
Jetson Nano Developer Kit
The NVIDIA Jetson Nano Developer Kit delivers the compute performance to run modern AI workloads at unprecedented size, power, and cost. Developers, learners, and makers can now run AI frameworks and models for applications like image classification, object detection, segmentation, and speech processing.
NVIDIA Jetson TX2 gives you exceptional speed and power-efficiency in an embedded AI computing device. This supercomputer-on-a-module brings true AI computing at the edge with an NVIDIA Pascal GPU, up to 8 GB of memory, 59.7 GB/s of memory bandwidth, and a wide range of standard hardware interfaces that offer the perfect fit for a variety of products and form factors.
The ISX019 is a system on chip with the stacked structure consisting of a high-performance image sensor and image processor with high sensitivity, high dynamic range (HDR), and LFM (LED Flicker Mitigation) features.
Innolux 11.6” TFT Liquid Crystal Display NB module
N116BCA-EA1 is a 11.6” (11.6” diagonal) TFT Liquid Crystal Display NB module with LED Backlight unit and 30 pins eDP interface. This module supports 1366 x 768 HD mode and can display 262,144 colors.