https://github.com/berlin0308/movinet-openvino
https://github.com/berlin0308/movinet-openvino
cpp edge-computing intel openvino rtsp tensorflow
Last synced: 2 months ago
JSON representation
- Host: GitHub
- URL: https://github.com/berlin0308/movinet-openvino
- Owner: berlin0308
- Created: 2024-08-29T05:40:19.000Z (9 months ago)
- Default Branch: main
- Last Pushed: 2025-01-03T16:27:46.000Z (5 months ago)
- Last Synced: 2025-03-22T17:45:38.073Z (2 months ago)
- Topics: cpp, edge-computing, intel, openvino, rtsp, tensorflow
- Language: Python
- Homepage:
- Size: 35.8 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# Action Recognition with OpenVINO
This repository contains code and resources for building an action recognition system using TensorFlow, MoViNet, and OpenVINO.
## Performance
## Project Structure
- [**1-data-preparation/**](1-data-preparation)
- **Description:** Scripts for recording and annotating video data.
- **Requirements:** Python 3.x
- [**2-action-recognition-training/**](2-action-recognition-training)
- **Description:** Training scripts for action recognition using MoViNet-Stream architecture.
- **Requirements:** Docker (Ubuntu + TensorFlow 2.9.0) + devices with GPU
- [**3-model-conversion-openvino/**](3-model-conversion-openvino)
- **Description:** Scripts for converting MoViNet-Stream models to OpenVINO format.
- **Requirements:** Python 3.x + OpenVINO Python API
- [**4-edge-inference/**](4-edge-inference)
- **Description:** C++ code for running models on Intel CPU/iGPU using OpenVINO.
- **Requirements:** C++ compiler + OpenVINO C++ API
- [**5-view-app/**](5-view-app)
- **Description:** A simple C# application for displaying results and LED control.
- **Requirements:** .NET runtime