PLMR-3P-PEODET

Plumerai 人员检测 - 准确高效的 AI 模型

PLMR-3P-PEODET

发件人: Plumerai Ltd
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概述

Plumerai makes deep learning tiny and radically more efficient to enable inference at reduced compute needs on low cost and low-power consumption hardware. Plumerai focuses on full stack, and has offices in London, Amsterdam and Warsaw.

Plumerai has developed a complete software solution for camera-based people detection. This people detection AI model is capable of running at 22FPS on TI AM62x processors with one of four available Arm Cortex-A cores, which allows three Arm A53 core to be available for other application specific compute needs. Plumerai continuously improves the reliability and accuracy of models and current models are trained with over 30 million images, which provides very high accuracy under a wide variety of conditions and scenarios - indoor or outdoor, low light or bright sunlight, robust detection against other moving objects or difficult backgrounds, which make this people detection reliable.

Target applications include security cameras, video doorbells, smart home cameras, people counting, auto-lock for laptops, auto-framing for video conferencing, elderly care, and building management systems such as HVAC, lighting control and occupancy detection.

特性

Functionality:

  • Detects each person in view, even if partially occluded
  • Tracks people across frames and assigns up to 20 unique IDs
  • Supports indoor, outdoor, low light and difficult backgrounds such as moving objects
  • Detects at more than 20m / 65ft distance
  • Trained with >30 million images
  • Extensively validated with data unit tests, warranting robust performance on diverse people and settings

Input:

  • QVGA to 4K video stream
  • RGB or YUV format
  • Color, greyscale, NIR input
  • Standard and wide-angle lenses
  • Supports many image sensors

Output:

  • Bounding box coordinates
  • Unique ID per person
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支持软件

PEOPLEDET-AM62 Plumerai people detection for the AM62x devices

支持的产品和硬件

支持的产品和硬件

基于 Arm 的处理器
AM623 具有基于 Arm® Cortex®-A53 的对象和手势识别功能的物联网 (IoT) 和网关 SoC AM625 具有基于 Arm® Cortex®-A53 的边缘 AI 和全高清双显示的人机交互 SoC
评估板
SK-AM62 适用于 Sitara™ 处理器的 AM62x 入门套件 SK-AM62A-LP 适用于低功耗 Sitara™ 处理器的 AM62A 入门套件

相关设计资源

软件开发

软件开发套件 (SDK)
PROCESSOR-SDK-AM62X 适用于 AM62 处理器的软件开发套件

支持与培训

第三方支持
TI 不会为此软件提供持续且直接的设计支持。要在设计期间获得支持,请联系 Plumerai Ltd.

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免责声明

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