Application Software Pack: ML Person Detector
APPSWPACK-MLPD 接收通知
This software pack helps developers build products that are required to detect people using NXP’s i.MX RT1170 crossover MCU and eIQ® ML Software Development Environment. This project includes tested algorithms for vision intelligence (uVITA) and provides production quality software for customers to include in their end products.
The project uses a lightweight neural network (NN) model for multi-person detection that was developed with an open-source NN structure shufflenetv2. The model was trained to detect people based on COCO and PASCAL-VOC dataset. Use this application software pack to evaluate this person detector model along with the features provided by the eIQ ML Software Development Environment.
Download this Application Software Pack and follow the steps found in the corresponding lab guide.
软件详情
框图
Features
- Multiple person detection application based on highly efficient neural network
- AI/ML edge computing
- eIQ® machine learning (ML) software development
- Complete and easy ML-based applications development, validation and performance analysis
- Integration examples based on float and quantized models
- Sample implementations available for the i.MX RT1170EVK and i.MX RT1060EVK
- Related application spaces: people counting, people identification, abnormal event monitoring, human gait characterization, congestion analysis, fall detection for elderly people
- Can be used for other types of object detection models
支持的器件
- i.MX-RT1170: i.MX RT1170: 1GHz跨界MCU，配备Arm®Cortex®内核
- i.MX-RT1060: i.MX RT1060: 跨界MCU， 配备Arm®Cortex®-M7
下载
1 下载
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中间件
Application Software Pack – ML Person Detector
注意: 推荐在电脑端下载软件，体验更佳。
