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  • Object Classification Reference Design

    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 
    Object Classification Reference Design
  • Hand Gesture Detection

    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 
    Hand Gesture Detection
  • Barcode Detection Reference Design

    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 
    Barcode Detection Reference Design
  • Scene Segmentation Reference Design

    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 
    Scene Segmentation Reference Design
  • Key Phrase Detection

    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 
    Key Phrase Detection
  • Human Face Identification Reference Design

    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 
    Human Face Identification Reference Design
  • Human Presence Detection

    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 
    Human Presence Detection
  • Object Counting AI

    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 
    Object Counting AI
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