Lattice Solutions

Board

Embedded Vision Development Kit

Three-board Video Interface Platform (VIP) modular kit. Includes 2 MIPI/D-PHY camera input, FPGA processing, HDMI output. More Input/Output boards available.

CrossLink, ECP5 / ECP5-5G 

3D Video, Camera, DDR SDRAM, HDMI, Image Processing, Machine Learning/AI, Lattice sensAI, Signal Aggregation, Video Tx/Rx, VIP, Lattice mVision, IoT & Wearables, Smart Toys & Robots, Home Control Appliances & Security, Notebooks & PCs, Tablets, Printers, AR / VR & Drones, UAVs 

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 

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 

Board

CrossLink-NX VIP Sensor Input Board

Intended for use with the Lattice Embedded Vision Development Kit. Includes 4 camera inputs and HyperRam for embedded video applications with CrossLink-NX

CrossLink-NX 

VIP, Camera, CSI Camera, CSI-2, HyperRAM, Image Processing, Machine Learning/AI, Lattice sensAI, Parallel Video, PMOD, SPI Flash, Video Aggregation, Video Bridge, Video Tx/Rx, Lattice mVision, AR / VR & Drones, Home Control Appliances & Security, IoT & Wearables, Notebooks & PCs, Printers, Smart Toys & Robots, Tablets, Defense, Automotive 

IP Core

Advanced CNN Accelerator IP

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

CrossLink-NX, CertusPro-NX, Avant-E 

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

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 

Demo

Key Phrase Detection

Uses artificial intelligence (AI) to detect a specific key-phrase using a tiny, low-power iCE40 UltraPlus FPGA

iCE40 UltraPlus 

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

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 

Reference Design

Key Phrase Detection

Continuous searches for a key phrase utterance via a digital MEMS microphone. Can be re-configured to work with any trained word or phrase.

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 Presence Detection

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 

Reference Design

Object Counting AI

An example object counting application based on the Lattice sensAI stack. Includes SPI, DDR IP blocks, ISP engine, 8 CNN engines and a counting / overlay engine

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 

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, Avant-E 

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

IP Core

Convolutional Neural Network (CNN) Accelerator IP

Implement AI solutions with CNNs from common or custom networks. Configure up to 16-bit widths. Works with Lattice Neural Network Compiler software tool.

ECP5 / ECP5-5G 

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

IP Core

Convolutional Neural Network (CNN) Compact Accelerator

Implement AI solutions with CNNs or BNNs that have power consumption in the mW range. Works with Lattice Neural Network Compiler software tool.

iCE40 UltraPlus 

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

Demo

Hand Gesture Detection

Uses artificial intelligence (AI) to implement hand gesture detection algorithm using a tiny, low-power iCE40 UltraPlus FPGA

iCE40 UltraPlus 

Machine Learning/AI, Lattice sensAI, Gesture Detection, Defense