好消息是，树莓派4可以运行MiNiFiJava代理，英特尔Movidius神经计算棒2和AI库。现在，您可以使用此 4GB 的 RAM 设备在边缘使用 AI 运行 IoT。
运行 OpenVino、SysLog 尾部和抓取 WebCam 图像的 MiniFi 代理流
在 RPI 4 上配置 OpenVino Python 应用程序的执行
从树莓派 4 返回的事件
使用的模型
使用下载器下载模型。
GitHub
https://github.com/tspannhw/minifi-rpi4-ncc2
DATE=$(date +"%Y-%m-%d_%H%M")
fswebcam -q -r 1280x720 --no-banner /opt/demo/images/$DATE.jpg
python3 /opt/intel/openvino/build/test.py /opt/demo/images/$DATE.jpg软件
- 阿帕奇尼菲
- 阿帕奇尼菲 – MiniFi 代理
- 张力流
- 开放维诺
- Python 3
- FSWEBCAM
- OpenCV DNN
- PSUTIL
Python 库
pip3 install getmac pip3 install psutil pip3 install --upgrade pip
pip3 install --upgrade setuptools- 英特尔移动神经计算棒 2
- 树莓派 4 与 4GB RAM
托管
我们可以在 VM、容器、K8 或裸机上运行本地，甚至可以在我们自己的云（如 Google）上运行。
资源
- https://github.com/movidius/ncappzoo
- https://docs.openvinotoolkit.org/latest/_docs_install_guides_installing_openvino_raspbian.html
- https://software.intel.com/en-us/articles/python3-sbc-and-ncs2
- https://github.com/opencv/open_model_zoo
- https://download.01.org/opencv/2019/open_model_zoo/R2/20190628_180000_models_bin/
- https://docs.openvinotoolkit.org/latest/_intel_models_index.html
- https://docs.openvinotoolkit.org/latest/_intel_models_person_detection_retail_0013_description_person_detection_retail_0013.html
- https://docs.openvinotoolkit.org/latest/_intel_models_person_detection_action_recognition_0006_description_person_detection_action_recognition_0006.html
- https://docs.openvinotoolkit.org/latest/_intel_models_pedestrian_and_vehicle_detector_adas_0001_description_pedestrian_and_vehicle_detector_adas_0001.html
- https://github.com/opencv/open_model_zoo/blob/master/tools/downloader/README.md
- https://github.com/opencv/open_model_zoo/blob/master/demos/README.md
- https://github.com/opencv/open_model_zoo/blob/master/demos/gaze_estimation_demo/README.md
- https://github.com/opencv/open_model_zoo/blob/master/demos/security_barrier_camera_demo/README.md
- https://github.com/opencv/open_model_zoo/blob/master/demos/pedestrian_tracker_demo/README.md
- https://github.com/opencv/open_model_zoo/blob/master/demos/text_detection_demo/README.md
- https://github.com/movidius/ncappzoo/tree/master/apps/simple_classifier_py
- https://download.01.org/openvinotoolkit/2018_R5/open_model_zoo/text-detection-0001/FP32/
- http://docs.openvinotoolkit.org/latest/_inference_engine_samples_object_detection_sample_ssd_README.html
- https://software.intel.com/en-us/articles/get-started-with-neural-compute-stick
- https://apps.apple.com/us/app/pihelper/id1369930932
- /根/推理_引擎_样本_构建/臂7l/释放
- /opt/英特尔/开放维诺
