AWS Panorama is a machine learning appliance and SDK, which enables you to add computer vision (CV) to your on-premises cameras or on new AWS Panorama enabled cameras. AWS Panorama gives you the ability to make real-time decisions to improve your operations, by giving you compute power at the edge.
This repository contains sample applications for AWS Panorama, and Test Utility which allows running Panorama applications in simulation environment without real Panorama appliance device.
Test Utility is a set of python libraries and commandline commands, which allows you to test-run Panorama applications without Panorama appliance device. With Test Utility, you can start running sample applications and developing your own Panorama applications before preparing real Panorama appliance. Sample applications in this repository also use Test Utility.
For more about the Test Utility and its current capabilities, please refer to Introducing AWS Panorama Test Utility document.
To set up your environment for Test Utility, please refer to Test Utility environment setup.
To know how to use Test Utility, please refer to How to use Test Utility.
| Application | Description | Framework | Usecase | Complexity | Model |
|---|---|---|---|---|---|
| People Counter | This is a sample computer vision application that can count the number of people in each frame of a streaming video (Start with this) | MXNet | Object Detection | Easy | Download |
| Car Detector and Tracker | This is a sample computer vision application that can detect and track cars | Tensorflow | Object Detection | Medium | Download |
| Pose estimation | This is a sample computer vision application that can detect people and estimate pose of them | MXNet | Pose estimation | Advanced | yolo3_mobilenet1.0_coco, simple_pose_resnet152_v1d |
Step 1 : Go to aws-panorama-samples/samples and open your choice of project
Step 2 : Open the .ipynb notebook and follow the instructions in the notebook
Step 3 : To make any changes, change the corresponding node package.json or the graph.json in the application folder
For more information, check out the documentation for the AWS Panorama DX CLI here
- AWS Panorama Developer Guide
- AWS Panorama Service API Reference
- AWS Panorama boto3 reference
- AWS Panorama Application SDK reference
- panorama-cli document
We use AWS Panorama Samples GitHub issues for tracking questions, bugs, and feature requests.
This library is licensed under the MIT-0 License.