AI solutions on edge with Lattice sensAI

Promwad helps tech companies deploy their AI solutions on edge with Lattice sensAI

We have started to design custom FPGA platforms to help our customers implement their neural networks into low-power and small-scale hardware devices. And Lattice sensAI for Edge AI designs was selected as one of the main frameworks for such projects for original equipment manufacturers (OEM).

The sensAI by Lattice is an advanced tech stack consisting of hardware kits and software tools, neural network IP cores, and reference designs for engineers working on machine learning applications.

Promwad helps tech companies deploy their AI solutions on edge with Lattice sensAI

 

Now, Promwad is using this framework to implement complex AI and ML projects: the company itself is responsible for the hardware design and low-level software, while its clients or partners take on the development of neural networks and machine learning. This collaboration results in complex AI/ML-enabled human-machine interfaces, such as touchless control through speech and gesture, face recognition with identification and object counting, operator compliance in industrial smart cameras, and other FPGA-based applications and AI scenarios tuned to customers' needs.

Power consumption in AI devices varies significantly, depending on the required performance, application, and data model. Some designs may use NVidia Jetson or Xilinx FPGA on the higher end; others employ raw computational power of x86 processors by Intel or AMD. Also, there are some dedicated ASICs targeted at AI acceleration like Intel Movidius or Gyrfalcon.

 

Alex
«Typical microcontrollers lack the performance needed for the Edge AI applications, while more advanced solutions like NVidia Jetson are beyond the allotted power budget. Thanks to low-power FPGA, image processing support and sensor-agnostic AI inferencing, the senseAI platform by Lattice is an attractive choice for many low-power Edge AI systems.»

Alex, the head of the Adaptive Computing Systems department at Promwad

 

Our portfolio

 

Custom fitness tracker industrial design Promwad's white-label consumer electronics design expertise helped the customer produce 10k+ fitness trackers

Digital transceiver for kite surfers: design & prototyping We've helped a startup to design a digital handheld transceiver for kite surfers with a built-in MP3 player

Fish finder Industrial design & new generation enclosure

Fish finder: industrial & mechanical design We have developed a modern industrial design and construction for the next generation fish finder

DECT base station, VolP gateway, WiFi router, Office PBX, Server
7-in-1 modem router design with ​​VoIP, PBX & DECT We have designed and prepared for mass production an advanced VoIP modem router that provides all types of office communications
selection of materials, enclosure design and structure, manufacturing of Breathalyzer
Lapka breathalyzer: prototyping & production We have developed a breath alcohol monitor with the extreme hardness of the outer enclosure and the inner enclosure resistant to corrosion
We developed the design and structural layout of an enclosure for binoculars
Binoculars: enclosure design & prototyping We developed the design and enclosure for binoculars with a discrete magnification power, as well as manufactured its prototypes
development and manufacturing of access control system reader
SOFAZ ACS reader: mechanical & industrial design We have developed the design and structure of enclosure for an access control system reader and then put the finished product into production
promwad have designed a digital IPTV STB with DVB-T and DVB-S/S2 support, based on the SMP8654 processor by SigmaDesigns

Digital IPTV STB with DVB-T/S/S2 supportWe have designed a digital IPTV STB with DVB-T and DVB-S/S2 support, based on the SMP8654 processor by SigmaDesigns

5D cinema hardware and software complex at the order of a company which supplies animatronics

5D cinema hardware and software complexWe have developed a 5D cinema hardware and software complex at the order of a company which supplies animatronics

IPTV set-top box design for SmartLabs We have developed a range of IPTV set-top boxes, ensured license coverage for all the proprietary coding standards for audio and video
Smart home multimedia controller

Smart house controller (HDMI-CEC) for a Swiss company We have designed the HDMI-CEC controller to manage a home multimedia complex: cinema, tuner, VCR and other devices

Lapka breathalyzer: prototyping & production We have developed the enclosure design, manufactured the pilot batch and prepared for mass production a set of sensors for iPhone
OBD-II vehicle data logger: turnkey design We have developed a portable automobile recorder for control and diagnostics of technical state ("black box" for an automobile)