Machine Vision

From Sensor to Intelligence

A new world of intelligent, connected machines enable Industry 4.0 Smart Factory advancements that revolutionize the way goods are manufactured, tested and delivered. Smart Factories improve automation by incorporating Machine Vision algorithms and intelligence for improved quality and thruput.

  • Quality Assurance – package / part inspection / defect detection
  • Measurement / Gauging
  • Guidance, part tracking, and identification
  • Optical character recognition and verification (OCR/OCV)
  • Barcode / 2D readers and Pattern recognition
  • Vision guided Robotics
Machine Vision

Lattice FPGAs are optimized for Machine Vision, offering the following benefits:

  • Up to 75% lower power than similar FPGAs
  • Small form factors – from 4mm x 4mm
  • Optimized Sensor I/F - 2.5Gbps Hardened MIPI D-Phy / lane, 1.5 Gbps I/O for SLVS EC, and LVDS
  • 5Gbps PCI-e for Frame Grabber and Video processing systems
  • High performance / Deterministic Low Latency
  • Lattice mVision and Lattice sensAI solutions stacks

Lattice mVision and Lattice sensAI solutions stacks provide ready-to-go flexible IP building blocks, reference designs and platforms to further speed development of products.

Jump to

Block Diagram

Embedded Vision Camera

Example Use Cases

Machine Vision Camera Processing

  • Sensor Interface, Hardened MIPI, SLVS EC, LVDS
  • Customizable ISP for image processing
  • Lattice sensAI Artificial Intelligence for object/defect detection
  • Interface - GigE Vision, USB3 Vision, CoaxPress

Machine Vision Frame Grabber Video pre/co processing

  • GigE Vision, USB 3 Vision or CoaxPress I/F to PC
  • FPGA pre / co-processing of Video
  • Lattice sensAI Artificial Intelligence for object/defect detection
  • Hardened 5 Gbps PCI-e Gen 2 to host

Multi Sensor Machine Vision Cameras

  • Multi / Hyper Spectral Cameras with dual sensors
  • Environmental Sensors
  • Image fusion / processing
  • 3D / ToF processing
  • Audio processing
  • Interface - GigE Vision, USB3 Vision, CoaxPress

Edge AI Processing

  • Bridge one or multiple CSI-2 image sensors to processor interface
  • Up to 3 Mb of internal RAM for processing
  • Offloads inferencing from CPU for object detection / counting
  • Combine video bridging and edge AI into a single device

Reference Designs

Hand Gesture Detection

Reference Design

Hand Gesture Detection

Implements a low power AI based system to detect hand gestures using an IR image sensor
Hand Gesture Detection
Human Face Identification

Reference Design

Human Face Identification

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.
Human Face Identification
人感検出

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.
人感検出

Demos

Lattice Image Signal Processing Demo

Demo

Lattice Image Signal Processing Demo

Provides a complete ISP example design on the Lattice ECP5 FPGA for the Embedded Vision Development Kit, ideal for Industrial, Medical, and Automotive applications.
Lattice Image Signal Processing Demo
Human Face Identification

Demo

Human Face Identification

Register and identify faces without retraining, eliminating the need for uploading images and lengthy retraining using a GPU.
Human Face Identification
ハンドジェスチャ検出

Demo

ハンドジェスチャ検出

iCE40 UltraPlus™ FPGA上で起動するLattice SensAI ベースのハンドジェスチャ検出はビジョンベースのヒューマンコンピュータインタラクション向けに低コストで電力効率の良いソリューションを提供します
ハンドジェスチャ検出

IP Cores

CNN Plus Accelerator IP

IP Core

CNN Plus Accelerator IP

Implement Ultra-Low Power AI solutions with CNNs. Configure up to 16-bit widths. Works with Lattice Neural Network Compiler software tool.
CNN Plus Accelerator IP
Helion IONOS画像シグナル処理IPポートフォリオ

IP Core

Helion IONOS画像シグナル処理IPポートフォリオ

Comprehensive, high-quality, highly-configurable ISP solution from Helion Vision, from basic to advanced High Dynamic Range Imaging (HDRI) color pipelines.
Helion IONOS画像シグナル処理IPポートフォリオ

Development Kits & Boards

Support

技術サポート

技術サポートが必要な方はこちら

品質と信頼性

品質と信頼性に関する資料はこちら

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