Lattice Solutions

Demo

Object Classification Demonstration

This object classification demo provides a sample application for detecting, classifying, and tracking multiple objects running on CertusPro-NX FPGA.

CertusPro-NX, Avant-E 

Machine Learning/AI, Lattice sensAI, Object Detection, Object Identification, Space 

Reference Design

Object Classification Reference Design

The Object Classification reference design shows examples on implementing machine-learning based object classification to edge devices applications.

CertusPro-NX, Avant-E, CrossLink-NX 

Machine Learning/AI, Lattice sensAI, Object Detection, Object Identification, Space 

Demo

User Tracking and Onlooker Detection Demonstration

Sample demonstration for detection and tracking of multiple human faces running on a low power general purpose FPGA using CNN Model

CrossLink-NX 

Machine Learning/AI, Lattice sensAI, Image Processing, Camera, FaceI dentification 

Board

CrossLink-NX Voice and Vision Machine Learning Board

Designed for low-power machine learning applications with Lattice sensAI and CrossLink-NX. Includes image sensors, microphones, HyperRAM, and expansion ports.

CrossLink-NX 

CSI-2, CSI Camera, Camera, Microphone, PMOD, HyperRAM, Machine Learning/AI, Lattice sensAI, Automotive 

Board

CrossLink-NX-33 Voice and Vision Machine Learning Board

CrossLink-NX-33 Voice and Vision Machine Learning Board is designed using Crosslink-NX 33K, ideal for machine learning applications.

CrossLink-NX 

CSI-2, SPI, CSI Camera, Camera, Microphone, PMOD, Machine Learning/AI, Lattice sensAI, Automotive, Lattice sensAI EVE, sensAIEdgeVisionSDK 

Reference Design

Hand Gesture Detection

Implements a low power AI based system to detect hand gestures using an IR image sensor

iCE40 UltraPlus 

Machine Learning/AI, Gesture Detection, Lattice sensAI 

IP Core

Advanced CNN Accelerator IP

Calculates full layers of Neural Network including convolution layer, pooling layer, batch normalization layer, and fully connected layer.

CertusPro-NX, Avant-E 

Machine Learning/AI, Lattice sensAI, Object Detection, Object Identification, Home Control Appliances & Security, IoT & Wearables, CNN Bundle 

Demo

Barcode Detection Demonstration

This demo implements an algorithm for barcode detection using the CertusPro-NX Voice and Vision Machine Learning Board.

CertusPro-NX 

Machine Learning/AI, Lattice sensAI, Barcode Detection 

Reference Design

Barcode Detection Reference Design

Exhibits the barcode detection using CertusPro-NX Voice & Vision Machine Learning Board & its camera barcode detection potential based on Yolov5 NN models.

CertusPro-NX 

Machine Learning/AI, Lattice sensAI, Barcode Detection 

Board

CertusPro-NX Voice and Vision Machine Learning Board

Design AI use cases for the Edge quickly! This board along with the Lattice sensAI solution stack provide the tools for developing vision and audio-based AI applications.

CertusPro-NX 

Machine Learning/AI, DSP, PMOD, Camera, Lattice sensAI, Space, Automotive, Lattice sensAI EVE 

Demo

Human to Machine Interfacing Demonstration

Human-to-machine interface demo uses FPGA-accelerated NN models for detecting, positioning, and identifying persons.

CrossLink-NX 

NN Models, Person Detection, UART, Lattice sensAI, sensAIEdgeVisionSDK 

Demo

User Background Blurring Demonstration

Efficient and low power approach for implementing user background blurring using Lattice CrossLink-NX FPGA

CrossLink-NX 

Lattice sensAI, Machine Learning/AI, SPI, Object Counting, Object Segmentation, Image Processing, Camera 

Demo

キーフレーズ検出

ラティスsensAIソリューションを使用したキーフレーズ検出

iCE40 UltraPlus 

Audio AI, Machine Learning/AI, Microphone, Lattice sensAI, Home Control Appliances & Security, IoT & Wearables, Notebooks & PCs, Printers, Smart Toys & Robots, Tablets 

Reference Design

Scene Segmentation Reference Design

Efficient and low power approach for implementing scene segmentation using Lattice CrossLink-NX FPGA

CrossLink-NX 

Lattice sensAI, Machine Learning/AI, SPI, Object Counting, Object Segmentation, Image Processing, Camera, Defense 

Reference Design

キーフレーズ検出

ラティス sensAI リファレンスデザイン

iCE40 UltraPlus 

Audio AI, Machine Learning/AI, Lattice sensAI, Home Control Appliances & Security, IoT & Wearables, Notebooks & PCs, Printers, Smart Toys & Robots, Tablets 

Reference Design

Human Face Identification Reference Design

Uses a Convolutional Neural Network in the ECP5 FPGA to detect a human face, and match to known registered faces. Can be adapted to work with any other object.

ECP5 / ECP5-5G, CertusPro-NX, CrossLink-NX 

Object Detection, Object Identification, Lattice sensAI, Home Control Appliances & Security, IoT & Wearables, Notebooks & PCs, Printers, Smart Toys & Robots, Tablets, UAVs 

Reference Design

オブジェクトカウント

Lattice sensAIスタックを使ったオブジェクト分類およびカウント

ECP5 / ECP5-5G, CrossLink-NX 

Machine Learning/AI, Lattice sensAI, Object Counting, AR / VR & Drones, Home Control Appliances & Security, IoT & Wearables, Notebooks & PCs, Printers, Smart Toys & Robots, Tablets, Defense, Automotive 

Reference Design

人感検出

Uses Lattice sensAI IP to continuously search for the presence of a human and reports results. Can be adapted to detect any other object.

iCE40 UltraPlus 

Machine Learning/AI, Object Detection, Lattice sensAI, Home Control Appliances & Security, IoT & Wearables, Notebooks & PCs, Printers, Smart Toys & Robots, Tablets, Defense 

IP Core

2値化ニューラルネットワーク（BNN）アクセラレータIP

わずかミリワットの消費電力で機械学習インターフェースを実装

iCE40 UltraPlus 

Machine Learning/AI, Lattice sensAI, AR / VR & Drones, Home Control Appliances & Security, IoT & Wearables, Notebooks & PCs, Printers, Smart Toys & Robots, Tablets, UAVs 

IP Core

CNN Plus Accelerator IP Core

CNN Plus IP is a flexible accelerator IP that simplifies implementation of Ultra-Low power AI by leveraging capabilities of Lattice FPGAs.

CrossLink-NX, Certus-NX, CertusPro-NX 

Machine Learning/AI, Lattice sensAI, AR / VR & Drones, Home Control Appliances & Security, IoT & Wearables, Notebooks & PCs, Printers, Smart Toys & Robots, Tablets, UAVs, Automotive, CNN Bundle