人员计数

莱迪思sensAI演示示例

可拓展的解决方案——该演示对人的上半身检测并计数,采用了莱迪思ECP5或CrossLink-NX FPGA及其卷积神经网络(CNN)加速引擎。

定制化程度高——该演示基于对象计数参考设计,提供端到端的组件,可以更改被检测的目标。

快速实现——该演示使用了莱迪思广受欢迎的开发套件,包括了图像传感器,其数据可以输出到主机系统。

特性

  • 使用神经网络模型实现快速低功耗人员存在检测和计数
  • 支持VGG、Mobilenetv1、Mobilenetv2、Resnet和SSD等类型的网络结构
  • 基于TF Lite的实现更易于使用
  • 提供参考设计便于设计复制和迁移
  • ECP5和CrossLink-NX FPGA的总功耗分别为0.85 W和200 mW
  • VGA分辨率下处理速度高达60 FPS
Lattice sensAI

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快速参考
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标题 编号 版本 日期 格式 文件大小
CrossLink-NX Human Counting Demo
FPGA-UG-02120 1.0 12/16/2020 PDF 1.1 MB
Human Counting using Mobilenetv2 on EVDK Demonstration User Guide
FPGA-UG-02108 1.0 5/20/2020 PDF 1 MB
Human Counting using Resnet on EVDK Demonstration User Guide
FPGA-UG-02107 1.0 5/20/2020 PDF 1 MB
CrossLink-NX Human Counting using VGG on EVDK Demonstration User Guide
FPGA-UG-02111 1.0 6/1/2020 PDF 1.4 MB
EVDK Human Counting Demonstration User Guide
FPGA-UG-02088 1.1 8/31/2019 PDF 1 MB
Human Counting using Mobilenet on EVDK Demonstration User Guide
FPGA-UG-02093 1.0 10/24/2019 PDF 1.1 MB
CrossLink-NX VGA MobileNet Human Counting on VVML Board Demonstration
FPGA-UG-02132 1.0 5/25/2021 PDF 1.5 MB
RISC-V SoC-Based Human Presence Detection Using CrossLink-NX VVML Board Demonstration
FPGA-UG-02131 1.0 5/25/2021 PDF 1.5 MB
CrossLink-NX QVGA MobileNet Human Counting Using VVML Board Demonstration
FPGA-UG-02130 1.0 5/25/2021 PDF 1.5 MB
标题 编号 版本 日期 格式 文件大小
CrossLink-NX Human Counting using VGG Demonstration Bitstream
1.0 12/16/2020 ZIP 1.1 MB
EVDK Based Human Counting Demostration Bitstream
1.0 5/21/2019 ZIP 1.6 MB
CrossLink-NX Human Counting using VGG on EVDK Demonstration Bitstream
1.0 5/20/2020 ZIP 1.1 MB
CrossLink-NX Human Counting using Mobilenetv2 Demonstration Bitstream
1.0 12/16/2020 ZIP 489.3 KB
Human Counting using Mobilenetv2 on EVDK Demonstration Bitstream
1.0 5/20/2020 ZIP 1.2 MB
Human Counting using Resnet on EVDK Demonstration Bitstream
1.0 5/20/2020 ZIP 1.4 MB
CrossLink-NX Human Counting using Mobilenetv1 Demonstration Bitstream
1.0 12/16/2020 ZIP 467.8 KB
Human Counting using Mobilenet on EVDK Demonstration Bitstream
1.0 10/23/2019 ZIP 1.2 MB
CrossLink-NX VGA Mobilenet Human Counting on VVML Board
1.0 5/25/2021 ZIP 657.8 KB
CrossLink-NX TF Lite Human Counting on VVML Board Demo Bitstream
1.0 5/25/2021 ZIP 445 KB
CrossLink-NX QVGA Mobilenet Human Counting on VVML Board
1.0 5/25/2021 ZIP 622 KB
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