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As a Docker Compose environment parameter input - 2. In the env files - -The input parameter will override the one in the env files if both are used. - -### Run with Custom Environment Variables - -Environment variables with make commands - -!!! Example - - ```bash - make PIPELINE_SCRIPT=yolo11n_effnetb0.sh RESULTS_DIR="../render_results" run-render-mode - ``` - -Environment variable with docker compose up - -!!! Example - - ```bash - PIPELINE_SCRIPT=yolo11n_effnetb0.sh RESULTS_DIR="../render_results" docker compose -f src/docker-compose.yml --env-file src/res/yolov5-cpu.env up -d - ``` - -!!! Note - The environment variables set like this are known as command line environment overrides and are applied to this run only. - They will override the default values in env files and docker-compose.yml. - -### Editing the Environment Files - -Environment variable files can be used to persist environment variables between deployments. You can find these files in `src/res/` folder with our default environment variables for Automated Self Checkout. - -| Environment File | Description | -|-------------------------------------------|-------------------------------------------------------------------------| -| `src/res/all-cpu.env` | Runs pipeline on **CPU** for decoding, pre-processing, and inferencing | -| `src/res/all-gpu.env` | Runs pipeline on **GPU** for decoding, pre-processing, and inferencing | -| `src/res/all-dgpu.env` | Runs pipeline on **discrete GPU** for decoding, pre-processing, and inferencing | -| `src/res/all-npu.env` | Runs pipeline on **NPU** for inferencing only | -| `src/res/yolov5-cpu-class-gpu.env` | Uses **CPU** for detection and **GPU** for classification | -| `src/res/yolov5-gpu-class-cpu.env` | Uses **GPU** for detection and **CPU** for classification | - - -After modifying or creating a new .env file you can load the .env file through the make command or docker compose up - -!!! Example "Make" - ```bash - make PIPELINE_SCRIPT=yolo11n_effnetb0.sh DEVICE_ENV=res/all-gpu.env run-render-mode - ``` - -!!! Example "Docker compose" - ```bash - docker compose -f src/docker-compose.yml --env-file src/res/yolov5-cpu-class-gpu.env up -d - ``` - -## Environment Variables (EVs) - -The table below lists the environment variables (EVs) that can be used as inputs for the container running the inferencing pipeline. - -=== "Docker Compose EVs" - This list of EVs is for running through the make file or docker compose up - - | Variable | Description | Values | - |:----|:----|:---| - |`DEVICE_ENV` | Path to device specific environment file that will be loaded into the pipeline container | res/all-gpu.env | - |`DOCKER_COMPOSE` | The docker-compose.yml file to run | src/docker-compose.yml | - |`RETAIL_USE_CASE_ROOT` | The root directory for Automated Self Checkout in relation to the docker-compose.yml | .. | - |`RESULTS_DIR` | Directory to output results | ../results | - -=== "Docker Compose Parameters" - This list of parameters that can be set when running docker compose up - - | Variable | Description | Values | - |:----|:----|:---| - |`-v` | Volume binding for containers in the Docker Compose | -v results/:/tmp/results | - |`-e` | Override environment variables inside of the Docker Container | -e LOG_LEVEL debug | - -=== "Common EVs" - This list of EVs is common for all profiles. - - | Variable | Description | Values | - |:----|:----|:---| - |`BARCODE_RECLASSIFY_INTERVAL` | time interval in seconds for barcode classification | Ex: 5 | - |`BATCH_SIZE` | number of frames batched together for a single inference to be used in [gvadetect batch-size element](https://dlstreamer.github.io/elements/gvadetect.html) | 0-N | - |`CLASSIFICATION_OPTIONS` | extra classification pipeline instruction parameters | "", "reclassify-interval=1 batch-size=1 nireq=4 gpu-throughput-streams=4" | - |`DETECTION_OPTIONS` | extra object detection pipeline instruction parameters | "", "ie-config=NUM_STREAMS=2 nireq=2" | - |`GST_DEBUG` | for running pipeline in gst debugging mode | 0, 1 | - |`LOG_LEVEL` | log level to be set when running gst pipeline | ERROR, INFO, WARNING, and [more](https://gstreamer.freedesktop.org/documentation/tutorials/basic/debugging-tools.html?gi-language=c#the-debug-log) | - |`OCR_RECLASSIFY_INTERVAL` | time interval in seconds for OCR classification | Ex: 5 | - |`REGISTRY` | Option to pull the pre-built images rather than creating them locally (by default:true) | false, true | - |`RENDER_MODE` | for displaying pipeline and overlay CV metadata | 1, 0 | - |`PIPELINE_COUNT` | Number of Automated Self Checkout Docker container instances to launch | Ex: 1 | - |`PIPELINE_SCRIPT` | Pipeline script to run. | yolo11n.sh, yolo11n_effnetb0.sh, yolo11n_full.sh | - - -## Available Pipelines - -- `yolo11n.sh` - Runs object detection only. -- `yolo11n_full.sh` - Runs object detection, object classification, text detection, text recognition, and barcode detection. -- `yolo11n_effnetb0.sh` - Runs object detection, and object classification. -- `obj_detection_age_prediction.sh` - Runs two parallel streams:
-  Stream 1: Object detection and classification on retail video.
-  Stream 2: Face detection and age/gender recognition on age prediction video. - -### Models used - -- Age/Gender Recognition - `age-gender-recognition-retail-0013` -- Face Detection - `face-detection-retail-0004` -- Object Classification - `efficientNet-B0` -- Object Detection - `YOLOv11n` -- Text Detectoin - `horizontal-text-detection-0002` -- Text Recognition - `text-recognition-0012` - -## Using a Custom Model - -You can replace the default detection model with your own trained model by following these steps: - -1. Clone the `automated-self-checkout` repository. This will create a folder named `automated-self-checkout`. - -2. Inside the `automated-self-checkout` folder, ensure there is a `models` directory. If it doesn’t exist, create one. - -3. Copy your custom model files into the `models` directory. For example, use this structure: - - ```text - ./automated-self-checkout/models/object_detection//INT8/ - ``` - -4. Open the `yolo11n.sh` script. Locate the `gstLaunchCmd` line and update the `model` path to point to your custom model: - - !!! Example - - ```bash - model=/home/pipeline-server/models/object_detection//INT8/ - ``` - -5. Run the pipeline as usual to start using your custom model. - -When you add a custom model, it replaces the default detection model used by the pipeline. - -!!! Note - If your custom model includes a `labels` (`.txt`) file or a `model-proc` (`.json`) file, place them in the same folder as your `.xml` file. Then set the variables in `gstLaunchCmd` as shown below before running the pipeline. - - ```bash - model-proc=/home/pipeline-server/models/object_detection//INT8/ - ``` - - ```bash - labels=/home/pipeline-server/models/object_detection//INT8/ - ``` - -## Configure the system proxy - -Please follow the below steps to configure the proxy - -### 1. Configure Proxy for the Current Shell Session - -```bash -export http_proxy=http://: -export https_proxy=http://: -export HTTP_PROXY=http://: -export HTTPS_PROXY=http://: -export NO_PROXY=localhost,127.0.0.1,::1 -export no_proxy=localhost,127.0.0.1,::1 -export socks_proxy=http://: -export SOCKS_PROXY=http://: -``` - -### 2. System-Wide Proxy Configuration - -System-wide environment (/etc/environment) -(Run: sudo nano /etc/environment and add or update) - -```bash -http_proxy=http://: -https_proxy=http://: -ftp_proxy=http://: -socks_proxy=http://: -no_proxy=localhost,127.0.0.1,::1 - -HTTP_PROXY=http://: -HTTPS_PROXY=http://: -FTP_PROXY=http://: -SOCKS_PROXY=http://: -NO_PROXY=localhost,127.0.0.1,::1 -``` -### 3. Docker Daemon & Client Proxy Configuration - -Docker daemon drop-in (/etc/systemd/system/docker.service.d/http-proxy.conf) -Create dir if missing: -sudo mkdir -p /etc/systemd/system/docker.service.d -sudo nano /etc/systemd/system/docker.service.d/http-proxy.conf - -```bash -[Service] -Environment="http_proxy=http://:" -Environment="https_proxy=http://:" -Environment="no_proxy=localhost,127.0.0.1,::1" -Environment="HTTP_PROXY=http://:" -Environment="HTTPS_PROXY=http://:" -Environment="NO_PROXY=localhost,127.0.0.1,::1" -Environment="socks_proxy=http://:" -Environment="SOCKS_PROXY=http://:" - -# Reload & restart: -sudo systemctl daemon-reload -sudo systemctl restart docker - -# Docker client config (~/.docker/config.json) -# mkdir -p ~/.docker -# nano ~/.docker/config.json -{ - "proxies": { - "default": { - "httpProxy": "http://:", - "httpsProxy": "http://:", - "noProxy": "localhost,127.0.0.1,::1" - } - } -} -``` \ No newline at end of file diff --git a/docs_src/use-cases/automated-self-checkout/automated-self-checkout.md b/docs_src/use-cases/automated-self-checkout/automated-self-checkout.md index 743e70f..d487b61 100644 --- a/docs_src/use-cases/automated-self-checkout/automated-self-checkout.md +++ b/docs_src/use-cases/automated-self-checkout/automated-self-checkout.md @@ -1,22 +1,57 @@ # Intel® Automated Self-Checkout Reference Package -## Overview +> **🔄 Package Integration Notice** +> The Automated Self-Checkout functionality has been consolidated into the [Intel® Loss Prevention Reference Package](../loss-prevention/loss-prevention.html) for a unified retail computer vision platform. -As Computer Vision becomes more and more mainstream, especially for industrial & retail use cases, development and deployment of these solutions becomes more challenging. Vision workloads are large and complex and need to go through many stages. For instance, in the pipeline below, the video data is ingested, pre-processed before each inferencing step, inferenced using two models - YOLOv5 and EfficientNet, and post processed to generate metadata and show the bounding boxes for each frame. This pipeline is just an example of the supported models and pipelines found within this reference. +## What This Means for You -[![Vision Data Flow](./images/vision-data-flow.jpg)](./images/vision-data-flow.jpg) - -Automated self-checkout solutions are complex, and retailers, independent software vendors (ISVs), and system integrators (SIs) require a good understanding of hardware and software, the costs involved in setting up and scaling the system, and the configuration that best suits their needs. Vision workloads are significantly larger and require systems to be architected, built, and deployed with several considerations. Hence, a set of ingredients needed to create an automated self-checkout solution is necessary. More details are available on the [Intel Developer Focused Webpage](https://www.intel.com/content/www/us/en/developer/articles/reference-implementation/automated-self-checkout.html) and on this [LinkedIn Blog](https://www.linkedin.com/pulse/retail-innovation-unlocked-open-source-vision-enabled-mohideen/) +- **Existing Users**: Your automated self-checkout use cases are now supported in the Loss Prevention package +- **New Users**: Start directly with the Loss Prevention package for the latest features +- **Migration**: No code changes needed - simply use the new package location -The Intel® Automated Self-Checkout Reference Package provides critical components required to build and deploy a self-checkout use case using Intel® hardware, software, and other open-source software. This reference implementation provides a pre-configured automated self-checkout pipeline that is optimized for Intel® hardware. +## Why Computer Vision for Retail? -## Next Steps +Automated self-checkout systems process complex visual data through multiple stages to transform raw video into actionable business insights: -!!! Note - If coming from the catalog please follow the [Catalog Getting Started Guide](./catalog/Overview.md). +1. **Video Ingestion**: Capture customer interactions and product movements in real-time +2. **Object Detection**: Identify products and items using YOLOv5 models +3. **Classification**: Categorize and verify items with EfficientNet algorithms +4. **Analytics**: Generate loss prevention data and checkout validation -To begin using the automated self-checkout solution you can follow the [Getting Started Guide](./getting_started.md). +The pipeline below demonstrates this workflow, where video data flows through preprocessing, dual AI model inference (YOLOv5 and EfficientNet), and post-processing to generate metadata and visual bounding boxes for each frame. -## Releases +[![Vision Data Flow](./images/vision-data-flow.jpg)](./images/vision-data-flow.jpg) -For the project release notes, refer to the [GitHub* Repository](../../releasenotes.md). +This unified platform simplifies deployment complexity with pre-configured, hardware-optimized workflows that scale from pilot programs to enterprise-wide implementations. + +## Integration Benefits + +The automated self-checkout functionality has been consolidated into the Intel® Loss Prevention Reference Package, providing a unified platform for retail computer vision solutions. This integration offers several advantages: +> +> - **Unified Platform**: Single application supporting both loss prevention and automated self-checkout use cases +> - **Hardware Optimization**: Pre-configured workloads optimized for Intel® CPU, GPU, and NPU hardware +> - **Flexible Deployment**: Multiple workload configurations including: +> - Object Detection (CPU/GPU/NPU) +> - Object Detection & Classification (CPU/GPU/NPU) +> - Age Prediction & Face Detection (CPU/GPU/NPU) +> - Heterogeneous configurations +> - **Simplified Management**: Single codebase, unified configuration, and streamlined deployment process +## What You Want to Do + +### 🚀 I'm New to Intel Retail Solutions +**Quick Start (15 minutes)**: [Loss Prevention Getting Started Guide](https://intel-retail.github.io/documentation/use-cases/loss-prevention/getting_started.html) +- Set up your environment +- Run your first automated self-checkout demo +- Understand the basic workflow + +### ⚙️ I Want to Customize the Solution +**Advanced Configuration (30-60 minutes)**: [Loss Prevention Advanced Guide](https://intel-retail.github.io/documentation/use-cases/loss-prevention/advanced.html) +- Customize workload configurations +- Optimize for your hardware setup +- Configure multiple detection models + +### 📊 I Need Performance Data +**Benchmark & Optimize**: [Loss Prevention Performance Guide](https://intel-retail.github.io/documentation/use-cases/loss-prevention/performance.html) +- Compare CPU/GPU/NPU performance +- Optimize for your specific use case +- Understand throughput metrics \ No newline at end of file diff --git a/docs_src/use-cases/automated-self-checkout/catalog/Get-Started-Guide.md b/docs_src/use-cases/automated-self-checkout/catalog/Get-Started-Guide.md deleted file mode 100644 index 7fc1dcb..0000000 --- a/docs_src/use-cases/automated-self-checkout/catalog/Get-Started-Guide.md +++ /dev/null @@ -1,217 +0,0 @@ -# Getting Started Guide - -- **Time to Complete:** 30 minutes -- **Programming Language:** Python*3, Bash* - -## Prerequisites for Target System - -* Intel® Core™ processor -* At least 16 GB RAM -* At least 64 GB hard drive -* An Internet connection -* Docker* -* Docker Compose* v2 (Optional) -* Git* -* Ubuntu* LTS Boot Device - -If Ubuntu is not installed on the target system, follow the instructions and [install Ubuntu](https://ubuntu.com/tutorials/install-ubuntu-desktop/). - -## Install Automated Self-Checkout Package Software - -Do the following to install the software package: - - 1. Download the reference implementation package: - [Automated Self-Checkout Retail Reference Implementation](https://edgesoftware.intel.com/automated-self-checkout). - - 1. Open a new terminal and navigate to the download folder to unzip the ``automated-self-checkout`` package: - - ``` bash - unzip automated-self-checkout.zip - ``` - - 1. Navigate to the ``automated-self-checkout/`` directory: - - ``` bash - cd automated-self-checkout - ``` - - 1. Change permission of the executable edgesoftware file: - - ``` bash - chmod 755 edgesoftware - ``` - - 1. Install the package: - - ``` bash - ./edgesoftware install - ``` - - 1. You will be prompted for the Product Key during the installation. The Product Key is in the email you received from Intel confirming your download. - - When the installation is complete, you will see the message “Installation of package complete” and the installation status for each module. - - ![Figure 3: Installation Status](images/automated-selfcheckout-installation-status.png) - - If the installation fails because of proxy-related issues, follow the [troubleshooting steps](#troubleshooting). - -## Run and Evaluate Pre-Configured Pipelines - -In a retail environment, self-checkout solutions analyze video streams from multiple cameras to streamline the checkout process. The system detects and classifies products as items are scanned. Barcode and text recognition ensure accuracy. This data is processed to verify purchases and update inventory in real time. Factors such as latency and frames per second (FPS) help assess the automated self-checkout solution's real-time responsiveness and efficiency. - -This demonstration shows how to run the pre-configured pipeline, view a simulation that detects and tracks objects, and check the pipeline's status. - -## Step 1: Run Pipeline - -Do the following to run the pre-configured pipeline: - - 1. Navigate to the ``automated-self-checkout`` directory: - - ``` bash - cd automated-self-checkout - ``` - - 1. Modify the following host IP addresses to match the IP address of the system running the reference implementation: - - * ``HOST_IP`` and ``RSTP_CAMERA_IP`` in the ``src/pipeline-server/.env`` file. - * ``host_ip`` in the ``src/pipeline-server/postman/env.json`` file. - - 1. Run the pipeline server: - - ``` bash - make run-pipeline-server - ``` - - The containers will start to run. - - ![Figure 4: Pipeline Status](images/automated-selfcheckout-run-pipeline.png) - -## Step 2: Launch Grafana Dashboard - -Do the following to launch the Grafana* dashboard to view the objects being detected and tracked: - - 1. Open a web browser and enter the following URL to access the Grafana dashboard: - ``http://:3000``. - - To get ````, run the ``hostname -I`` command. - - 1. When prompted, provide the following credentials: - - * Username: ``root`` - * Password: ``evam123`` - - 1. On the dashboard, go to **Menu** > **Home**, and select **Video Analytics Dashboard**. - - The dashboard visualizes the object detection and tracking pipelines. The bounding boxes around the products indicate their detection and tracking. The dashboard also shows the active streams and their corresponding average FPS. - - ![Figure 5: Object Detection and Tracking](images/automated-selfcheckout-grafana.png) - -## Step 3: Check Pipeline Status - -Do the following to check the metrics: - - 1. Check whether the docker containers are running: - - ``` bash - docker ps --format 'table{{.Names}}\t{{.Image}}\t{{.Status}}' - ``` - ![Figure 6: Docker Container Status](images/automated-selfcheckout-pipeline-status.png) - - 1. Check the MQTT inference output: - - ``` bash - mosquitto_sub -v -h localhost -p 1883 -t 'AnalyticsData0' - mosquitto_sub -v -h localhost -p 1883 -t 'AnalyticsData1' - mosquitto_sub -v -h localhost -p 1883 -t 'AnalyticsData2' - ``` - - Here is the result for ``AnalyticsData0``: - - ``` shell - AnalyticsData0 {"objects":[{"detection":{"bounding_box":{"x_max":0.3163176067521043,"x_min":0.20249048400491532,"y_max":0.7995593662281202,"y_min":0.12237883070032396},"confidence":0.868196964263916,"label":"bottle","label_id":39},"h":731,"region_id":6199,"roi_type":"bottle","w":219,"x":389,"y":132},{"detection":{"bounding_box":{"x_max":0.7833052431819754,"x_min":0.6710088227893136,"y_max":0.810283140877349,"y_min":0.1329853767638305},"confidence":0.8499506711959839,"label":"bottle","label_id":39},"h":731,"region_id":6200,"roi_type":"bottle","w":216,"x":1288,"y":144}],"resolution":{"height":1080,"width":1920},"tags":{},"timestamp":67297301635} - - AnalyticsData0 {"objects":[{"detection":{"bounding_box":{"x_max":0.3163306922646063,"x_min":0.20249845268772138,"y_max":0.7984013488063937,"y_min":0.12254781445953},"confidence":0.8666459321975708,"label":"bottle","label_id":39},"h":730,"region_id":6201,"roi_type":"bottle","w":219,"x":389,"y":132},{"detection":{"bounding_box":{"x_max":0.7850104587729607,"x_min":0.6687324296210857,"y_max":0.7971464600783804,"y_min":0.13681757042794374},"confidence":0.8462932109832764,"label":"bottle","label_id":39},"h":713,"region_id":6202,"roi_type":"bottle","w":223,"x":1284,"y":148}],"resolution":{"height":1080,"width":1920},"tags":{},"timestamp":67330637174} - ``` - - 1. Check the pipeline status: - - ``` bash - ./src/pipeline-server/status.sh - ``` - The pipeline status should be like: - - ``` shell - --------------------- Pipeline Status --------------------- - ----------------8080---------------- - [ - { - "avg_fps": 11.862402507697258, - "avg_pipeline_latency": 0.5888091060475129, - "elapsed_time": 268.07383918762207, - "id": "95204aba458211efa9080242ac180006", - "message": "", - "start_time": 1721361269.6349292, - "state": "RUNNING" - } - ] - ``` - - The pipeline status displays the average FPS and average pipeline latency, among other metrics. - - 1. Stop the services: - - ``` bash - make down-pipeline-server - ``` - -## Summary ---------- - -In this get started guide, you learned how to: - -* Install the automated self-checkout package software. -* Verify the installation. -* Run pre-configured pipelines, visualize object detection and tracking, and extract data from them. - -## Learn More ------------- - -* To apply custom environment variables, see [Advanced Settings](../advanced.md). -* To evaluate the pipeline system performance across different hardware, see [Test Performance](../performance.md). - -## Troubleshooting - -Issues with Docker Installation - -If you are behind a proxy and if you experience connectivity issues, the Docker installation might fail. Do the following to install Docker manually: - - 1. [Install Docker from a package](https://docs.docker.com/engine/install/ubuntu/#install-from-a-package). - 1. Complete the post-installation steps to [manage Docker as a non-root user](https://docs.docker.com/engine/install/linux-postinstall/#manage-docker-as-a-non-root-user). - 1. [Configure the Docker CLI to use proxies](https://docs.docker.com/engine/cli/proxy/). - -## Error Logs - - To access the Docker Logs for EVAM server 0, run the following command: - - ``` bash - docker logs evam_0 - ``` - Here is an example of the error log when the RSTP stream is unreachable for a pipeline: - - ``` shell - {"levelname": "INFO", "asctime": "2024-07-31 23:26:47,257", "message": "===========================", "module": "pipeline_manager"} - {"levelname": "INFO", "asctime": "2024-07-31 23:26:47,257", "message": "Completed Loading Pipelines", "module": "pipeline_manager"} - {"levelname": "INFO", "asctime": "2024-07-31 23:26:47,257", "message": "===========================", "module": "pipeline_manager"} - {"levelname": "INFO", "asctime": "2024-07-31 23:26:47,330", "message": "Starting Tornado Server on port: 8080", "module": "__main__"} - {"levelname": "INFO", "asctime": "2024-07-31 23:26:51,177", "message": "Creating Instance of Pipeline detection/yolov5", "module": "pipeline_manager"} - {"levelname": "INFO", "asctime": "2024-07-31 23:26:51,180", "message": "Gstreamer RTSP Server Started on port: 8555", "module": "gstreamer_rtsp_server"} - {"levelname": "ERROR", "asctime": "2024-07-31 23:26:51,200", "message": "Error on Pipeline 5d5b3b0a4f9411efb60d0242ac120007: gst-resource-error-quark: Could not open resource for reading. (5): ../gst/rtsp/gstrtspsrc.c(6427): gst_rtspsrc_setup_auth (): /GstPipeline:pipeline3/GstURISourceBin:source/GstRTSPSrc:rtspsrc0:\nNo supported authentication protocol was found", "module": "gstreamer_pipeline"} - ``` - -## Known Issues -------------- - -For the list of known issues, see [known issues](https://github.com/intel-retail/automated-self-checkout/issues). - - - diff --git a/docs_src/use-cases/automated-self-checkout/catalog/Overview.md b/docs_src/use-cases/automated-self-checkout/catalog/Overview.md deleted file mode 100644 index 29b0a63..0000000 --- a/docs_src/use-cases/automated-self-checkout/catalog/Overview.md +++ /dev/null @@ -1,54 +0,0 @@ -# Automated Self-Checkout Retail Reference Implementation - -Use pre-configured optimized computer vision pipelines to build and deploy a self-checkout use case using Intel® hardware, software, and other open source software. - -## Summary - -The Automated Self-Checkout Reference Implementation provides essential components to build and deploy a self-checkout solution using Intel® hardware, software, and open source software. It includes the basic services to get you started running optimized Intel® Deep Learning Streamer (Intel® DLStreamer)-based computer vision pipelines. These services are modular, allowing for customization or replacement with your solutions to address specific needs. - -### Features and Benefits - -With this reference implementation, the self-checkout stations can: - -* Recognize the non-barcoded items more quickly. -* Recognize the product SKU and items placed in transparent bags without requiring manual input. -* Reduce the steps in identifying products when there is no match by suggesting the top five closest choices. - -The pre-configured, optimized computer vision pipelines also accelerate the time to market. Inference results are published to Message Queuing Telemetry Transport (MQTT), allowing easy integration with other applications. The implementation includes examples of using different devices such as CPUs, integrated GPUs, and discrete GPUs. - -## How It Works - -In this reference implementation, the video streams from various cameras are cropped and resized to enable the inference engine to run the associated models. The object detection and product classification features identify the SKUs during checkout. The barcode detection, text detection, and recognition features further verify and increase the accuracy of the detected SKUs. The inference details are then aggregated and pushed to MQTT to process the combined results further. - -As Figure 1 shows, Docker Compose is used to deploy the reference implementation on different system setups easily. At the same time, MQTT Broker publishes the inference data that external applications or systems can use. Unique MQTT topics are created for each pipeline for a more refined approach to organizing inference outputs. - -![A simple architectural diagram for Automated Self-checkout](images/automated-selfcheckout-arch-diagram.png) - -Figure 1: Automated Self-Checkout Architectural Diagram - -Each automated self-checkout pipeline has a pre-configured setup optimized for running on Intel hardware. The following are the available pipelines: - -* ``yolov5``: yolov5 object detection only. -* ``yolov5_effnet``: yolov5 object detection and ``efficientnet_b0`` classification. -* ``yolov5_full``: yolov5 object detection, ``efficientnet_b0`` classification, text detection, text recognition, and barcode detection. - - -Figure 2 shows a pipeline in which the video data is ingested and pre-processed before each inferencing step. The data is then analyzed using two models, ``YOLOv5`` and ``EfficientNet``, and post-processed to generate metadata and display bounding boxes for each frame. This pipeline is an example of the models and processing workflows supported in this reference implementation. - -![A pipeline flow](images/pipeline-example.png) - -Figure 2: Example of a Pipeline Flow - -The number of streams and pipelines that can be used are system-dependent. For more details, see the latest [performance data](https://www.intel.com/content/www/us/en/developer/topic-technology/edge-5g/tools/automated-self-checkout-benchmark-results.html). - -The following are the components in the reference implementation. - -* **Edge Video Analytics Microservice (EVAM)** is a Python-based, interoperable containerized microservice for the easy development and deployment of video analytics pipelines. It is built on [GStreamer](https://gstreamer.freedesktop.org/documentation/) and [Intel® DL Streamer](https://dlstreamer.github.io/), which provide video ingestion and deep learning inferencing functionalities, respectively. -* **Multimodal Data Visualization Microservice** enables the visualization of video streams and time-series data. - - -## Learn More - -- Get started with the Automated Self-Checkout Retail Reference Implementation using the [Get Started Guide](Get-Started-Guide.md). -- Know more about [GStreamer](https://gstreamer.freedesktop.org/documentation/) and [Intel® Deep Learning Streamer (DL Streamer)](https://dlstreamer.github.io/). - diff --git a/docs_src/use-cases/automated-self-checkout/catalog/images/automated-selfcheckout-arch-diagram.png b/docs_src/use-cases/automated-self-checkout/catalog/images/automated-selfcheckout-arch-diagram.png deleted file mode 100644 index c9dd24b81c81fc14db120141cdd55e3ae5193157..0000000000000000000000000000000000000000 GIT binary patch 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If you want to build the images locally and then run the application, set the flag: - -```bash -REGISTRY=false - -usage: make REGISTRY=false (applicable for all commands like benchmark, benchmark-stream-density..) -Example: make run-demo REGISTRY=false -``` - -(If this is the first time, it will take some time to download videos, models, docker images and build images) - -## Step by step instructions: - -1. Download the models using download_models/downloadModels.sh - - ```bash - make download-models - ``` - -2. Update github submodules - - ```bash - make update-submodules - ``` - -3. Download sample videos used by the performance tools - - ```bash - make download-sample-videos - ``` - -4. Start Automated Self Checkout using the Docker Compose file. - - ```bash - make run-render-mode - ``` - -- The above series of commands can be executed using only one command: - - ```bash - make run-demo - ``` -5. To build the images locally step by step: - - Follow the following steps: - ```bash - make download-models REGISTRY=false - make update-submodules REGISTRY=false - make download-sample-videos - ``` - - Now build the pipeline-runner image locally: - ```bash - make build REGISTRY=false - ``` - - Finally, start Automated self checkout using docker compose up. - ```bash - make run-render-mode REGISTRY=false - ``` - - The above series of commands can be executed using only one command: - - ```bash - make run-demo REGISTRY=false - ``` - -6. Verify Docker containers - - Verify Docker images - ```bash - docker ps --format 'table{{.Names}}\t{{.Status}}\t{{.Image}}' - ``` - Result: - ```bash - NAMES STATUS IMAGE - camera-simulator0 Up 12 seconds jrottenberg/ffmpeg:4.1-alpine - src-ClientGst-1 Up 14 seconds dlstreamer:dev - camera-simulator Up 13 seconds aler9/rtsp-simple-server - ``` - -7. Verify Results - - After starting Automated Self Checkout you will begin to see result files being written into the results/ directory. Here are example outputs from the 3 log files. - - gst-launch_

yuuQ{s?`VmPxT-1upK>*vz4_6yIvJ9I_>2>p3 zZn=9Od@s~-9n#7!IXv|=fM}Gti1}m~l%#GrHkbIL~{0zf9 zg5u8X6l?*utl(DuWovFdt7BXb8xz+h8Muw|UMg>*Y6VS|D3Z}TueOLz$v-*vWPbI& z$fMVLN!`7n%M#qVeKndFC?yt>p7MX;K01(A6jd)-MrF57!whW15xNnur0WWiry{+d zMlV$%d3#)q6wS2GP|4>G;<^RN!*iA~Q=E?D;~`o6q5SI}O2DBsWeT7ZVX4^~6|f}2 zYD9Ev!tXn6(9+AvFJgUo6T0Y;7Vgsod9L6#?du<%v{9u_wN#ZQrtJYxY?cHTr|BBH zVYN>K&7%%(hMn?AI8|OS)hQs^l9$;ey+p$s+S1it2+u?-mqnafp4+M8? zO?B2}TSlcLD__eaNAH4}Rn84?M^JJ{Bz|7W3_0Mt288LRhmb%n?C{qwD$asBIOrVY zLanUqXDe<~oYHpM(19&I^?)9py=%%viN8lNeY!F9V3+lakNdAX`^??4LENTlqNqNL z7XiT>sao*FG>+nm+k~nT~ZkIrzWbV0Vu53Lv%cr~H( zEN3R?25hs0rj$);iJ1PS=2dpnsXkHb0{f9>wUSRKR~*c`odvUGdgqLcrtyuVm0F=L zVK8^qKpDcfPayQo4DwU+1dFLmH!f`~j`Pp=cUlU+lL7naf}i^Yo(iuR#{Tb~UxjIL zq8OpyV_(qU=QofA**`CTI$;En{Xfrd(30`N>o>eFFsMWen0=6|4_Uhwz)EcF*85ki z8h74uJbe}b96j-&#+N9(^f|qiQRwq*(*Y90?HaO-R4@A)aPI<Bb}8zha(W&_EadCv_cJ(&34t=Yz@hvq zh5WV%uvC2g^IwM&iwaENiYWC8l**hxkkVeXDLeB$go--D977&q?LbzXzCXk2bGY{5qLE3=j zH})m0+Z8sX^%A5zzB>abh+PN=wgrYCIdBt66BzB#XJ!PkoS~B?^0N}nKxXR!W`)NU zI7{sOUxmR^&jZpZ0&swiK9gdsMaB+|- z%!k@W-CCz3>)^|gzOtl9(ARM6!Wd*0j;rRS1n)FJNh#jaT+BJw6RpyXa(vb1=?7UJ z6k<|kOk~xqUF5@^_pWY%&eh1T4(KoLM1Fb-TYC5UPGX!{DR9OXy)QC%v9c^5^L-$OPzAEbvaM;^GgH@Kb9ty$d2Ys&IUtPp-3cIr^xXwY zMFOEX2V`^QKd1jMjtoUjmJ0cqiVm<-yn^Gg8K<-$BMOct1TQjj zn-F5I>QS?z_pfxqM{c~gKvrx_20}uau%#(z1?v0eJZ%c*4i6u}lh=bC`cs$u>LQw~ z^=-?tw*%F2rpqrJUy#1Jcp_`tA$gW3@VoHVEP*@?h)EWs@%Yd1Z!W&J7Yl+YnR*VA zgaw{dcLFNQh;>^uyT=`sDk zK12p>SZ+Ikn8~qWzwuXWs`uY5zMeVQwX!?&3fui^T@6c_P{$GY#bKiyEfyagiB}$3 z8%HfNi$Qt;dRD3-2OqCm-RTUzr3xtT(g-k5)_Tu?l48~@k+j5^l{X&$y!{8mvL`Rk zbZ6k}n_Ml5A6(C{%%LFHl4EOI@vB@3HpZ?maz|+HnlQJcK) zJbUP;e)#GD!AyhA5!zhFS4bCv{atBsx-** z907V|JWd@KIV6}d4&d>hLy|V3{%PZ%vHE9T{qubMvzGj`CjMXBKR!}%*a#LfO7!`3 jPw;z9_b%L@Rx^A-w*5uq_&?|Vd3DJD?_;#?bNBxPV&)AM diff --git a/docs_src/use-cases/loss-prevention/advanced.md b/docs_src/use-cases/loss-prevention/advanced.md index 7177a78..3370798 100644 --- a/docs_src/use-cases/loss-prevention/advanced.md +++ b/docs_src/use-cases/loss-prevention/advanced.md @@ -1,250 +1,160 @@ -## Benchmark Quick Start command -```bash -make update-submodules -``` -`update-submodules` ensures all submodules are initialized, updated to their latest remote versions, and ready for use. - -```bash -make benchmark-quickstart -``` -The above command would:
-- Run headless (no display needed: `RENDER_MODE=0`)
-- Pull pre-built images (`REGISTRY=true`)
-- Target GPU by default (`WORKLOAD_DIST=workload_to_pipeline_gpu.json`)
-- Run 6 streams, each with different workload (`CAMERA_STREAM=camera_to_workload_full.json`)
-- Generate benchmark metrics
-- Run `make consolidate-metrics` automatically
- - -## Understanding Benchmarking Types - -### Default benchmark command - -```bash -make update-submodules -``` -`update-submodules` ensures all submodules are initialized, updated to their latest remote versions, and ready for use. - -```bash -make benchmark -``` -Runs with:
-- `RENDER_MODE=0`
-- `CAMERA_STREAM=camera_to_workload.json`
-- `WORKLOAD_DIST=workload_to_pipeline.json`
-- `PIPELINE_COUNT=1`
-- `REGISTRY=true`
- -You can override these values through the following Environment Variables. - -| Variable | Description | Values | -|:----|:----|:---| -|`RENDER_MODE` | for displaying pipeline and overlay CV metadata | 1, 0 | -|`PIPELINE_COUNT` | number of Loss Prevention Docker container instances to launch | Ex: 1 | -|`WORKLOAD_DIST` | to define how each workload is assigned to a specific processing unit (CPU, GPU, NPU) | workload_to_pipeline_cpu.json, workload_to_pipeline_gpu.json, workload_to_pipeline_gpu-npu.json, workload_to_pipeline_hetero.json, workload_to_pipeline.json | -|`CAMERA_STREAM` | to define camera settings and their associated workloads for the pipeline | camera_to_workload.json, camera_to_workload_full.json | -|`REGISTRY` | option to pull the pre-built images rather than creating them locally | false, true | - -> **Note:** -> Higher the `PIPELINE_COUNT`, higher the stress on the system. -> Increasing this value will run more parallel pipelines, increasing resource usage and testing system - -### All CAMERA_STREAM options -- `camera_to_workload.json` - - | Camera_ID | Workload | - |:----|:---| - | cam1 | items_in_basket + multi_product_identification | - | cam2 | hidden_items + product_switching | - | cam3 | fake_scan_detection | - -- `camera_to_workload_full.json` - - | Camera_ID | Workload | - |:----|:---| - | cam1 | items_in_basket | - | cam2 | hidden_items | - | cam3 | fake_scan_detection | - | cam4 | multi_product_identification | - | cam5 | product_switching | - | cam6 | sweet_heartening | - -### All WORKLOAD_DIST options - -- `workload_to_pipeline_cpu.json` - All the workloads run on CPU. -- `workload_to_pipeline_gpu.json` - All the workloads run on GPU. -- `workload_to_pipeline_gpu-npu.json` -
-  - items_in_basket, hidden_items, multi_product_identification and product_switching run on GPU,
-  - fake_scan_detection and sweet_heartening run on NPU.
-- `workload_to_pipeline_hetero.json` - - - | Workload | gvadetect | gvaclassify | gvainference | - |:---|:---|:---|:---| - | items_in_basket | GPU | GPU | - | - | hidden_items | GPU | CPU | - | - | fake_scan_detection | GPU | CPU | - | - | multi_product_identification | GPU | CPU | - | - | product_switching | GPU | GPU | - | - | sweet_heartening | NPU | - | NPU | +# Advanced Settings - -- `workload_to_pipeline.json` -
-  - items_in_basket, multi_product_identification and sweet_heartening run on CPU,
-  - product_switching and hidden_items run on GPU,
-  - fake_scan_detection runs on NPU.
+## Configuration Options -!!! Note - The first time running this command may take few minutes. It will build all performance tools containers - - -### Benchmark command with environment variable overrides +### Local Image Building +By default, the application uses pre-built Docker images for faster setup. If you need to build images locally (for customization or development): ```bash -make benchmark WORKLOAD_DIST=workload_to_pipeline_gpu-npu.json CAMERA_STREAM=camera_to_workload_full.json REGISTRY=false -``` +# Build and run locally instead of using pre-built images +make run-lp RENDER_MODE=1 REGISTRY=false -Runs with:
-- `RENDER_MODE=0`
-- `REGISTRY=false` (Builds images locally)
-- `CAMERA_STREAM=camera_to_workload_full.json`
-- `WORKLOAD_DIST=workload_to_pipeline_gpu-npu.json`
-- `PIPELINE_COUNT=1`
+# Apply to any command +make REGISTRY=false - -### See the benchmarking results - -```sh -make consolidate-metrics - -cat benchmark/metrics.csv +# Examples: +make benchmark REGISTRY=false +make benchmark-stream-density REGISTRY=false ``` +**When to use local building:** +- Modifying source code or configurations +- Development and testing changes +- Air-gapped environments without internet access +- Custom hardware optimizations + +**Note**: Local building takes significantly longer (15-30 minutes) compared to pre-built images (2-5 minutes). + +### Step-by-Step Local Build Process ++ To build the images locally step by step: + - Follow the following steps: + ```bash + make download-models REGISTRY=false + make update-submodules REGISTRY=false + make download-sample-videos + make run-render-mode REGISTRY=false + ``` + + - The above series of commands can be executed using only one command: + + ```bash + make run-lp REGISTRY=false RENDER_MODE=1 + ``` ++ User Defined Workloads + + The application is highly configurable via JSON files in the `configs/` directory -## 🛠️ Other Useful Make Commands - -- `make validate-all-configs` — Validate all configuration files -- `make clean-images` — Remove dangling Docker images -- `make clean-containers` — Remove stopped containers -- `make clean-all` — Remove all unused Docker resources - - -## ⚙️ Configuration - -The application is highly configurable via JSON files in the `configs/` directory: + **To try a new camera or workload:** -- **`camera_to_workload.json`**: Maps each camera to one or more workloads. To add or remove a camera, edit the `lane_config.cameras` array in this file. Each camera entry can specify its video source, region of interest, and assigned workloads. - - Example: - ```json - { - "lane_config": { - "cameras": [ + 1. Create new camera to workload mapping in `configs/camera_to_workload_custom.json` to add your camera and assign workloads. + - **camera_to_workload_custom.json**: Maps each camera to one or more workloads. + - To add or remove a camera, edit the `lane_config.cameras` array in the file. + - Each camera entry can specify its video source, region of interest, and assigned workloads. + Example: + ```json { - "camera_id": "cam1", - "fileSrc": "sample-media/video1.mp4", - "workloads": ["items_in_basket", "multi_product_identification"], - "region_of_interest": {"x": 100, "y": 100, "x2": 800, "y2": 600} - }, - ... - ] - } - } - ``` -- **`workload_to_pipeline.json`**: Maps each workload name to a pipeline definition (sequence of GStreamer elements and models). To add or update a workload, edit the `workload_pipeline_map` in this file. - - Example: + "lane_config": { + "cameras": [ + { + "camera_id": "cam1", + "streamUri": "rtsp://rtsp-streamer:8554/video-stream-name", + "workloads": ["items_in_basket", "multi_product_identification"], + "region_of_interest": {"x": 100, "y": 100, "x2": 800, "y2": 600} + } + ] + } + } + ``` + If adding new videos, place your video files in the directory **performance-tools/sample-media/** and update the `streamUri` path. + + 2. Connecting External RTSP Cameras: + To use real RTSP cameras instead of the built-in server: + + ```json + { + "camera_id": "external_cam1", + "streamUri": "rtsp://192.168.1.100:554/stream1", + "workloads": ["items_in_basket"] + } + ``` + + 3. Create new `configs/workload_to_pipeline_custom.json` to define pipeline for your workload. + - **workload_to_pipeline_custom.json**: Maps each workload name to a pipeline definition (sequence of GStreamer elements and models). + Example: + ```json { "workload_pipeline_map": { - "items_in_basket": [ + "custom_workload_1": [ {"type": "gvadetect", "model": "yolo11n", "precision": "INT8", "device": "CPU"}, {"type": "gvaclassify", "model": "efficientnet-v2-b0", "precision": "INT8", "device": "CPU"} ], - ... + "custom_workload_2": [ + {"type": "gvadetect", "model": "yolo11n", "precision": "INT16", "device": "NPU"}, + {"type": "gvaclassify", "model": "efficientnet-v2-b0", "precision": "INT16", "device": "NPU"} + ], + "custom_workload_3": [ + {"type": "gvadetect", "model": "yolo11n", "precision": "INT8", "device": "GPU"}, + {"type": "gvaclassify", "model": "efficientnet-v2-b0", "precision": "INT8", "device": "GPU"} + ] } } ``` - -**To try a new camera or workload:** -1. Edit `configs/camera_to_workload.json` to add your camera and assign workloads. -2. Edit `configs/workload_to_pipeline.json` to define or update the pipeline for your workload. -3. (Optional) Place your video files in the appropriate directory and update the `fileSrc` path. -4. Re-run the pipeline as described above. - -## 📁 Project Structure - -- `configs/` — Configuration files (camera/workload mapping, pipeline mapping) -- `docker/` — Dockerfiles for downloader and pipeline containers -- `docs/` — Documentation (HLD, LLD, system design) -- `download-scripts/` — Scripts for downloading models and videos -- `src/` — Main source code and pipeline runner scripts -- `Makefile` — Build automation and workflow commands - -## Configure the system proxy - -Please follow the below steps to configure the proxy - -### 1. Configure Proxy for the Current Shell Session - + 4. Run validate configs command, to verify configuration files + ```sh + make validate-all-configs + ``` + 5. Re-run the pipeline as described above. + +> [!NOTE] +> Since the GStreamer pipeline is generated dynamically based on the provided configuration(camera_to_workload and workload_to_pipeline json), +> the pipeline.sh file gets updated every time the user runs make run-lp or make benchmark. This ensures that the pipeline reflects the latest changes. +> ```sh +> src/pipelines/pipeline.sh +> ``` + +## Complete Workload Configuration Matrix + +The preconfigured workloads support multiple hardware configurations out of the box. Use the `CAMERA_STREAM` and `WORKLOAD_DIST` variables to customize which cameras and hardware (CPU, GPU, NPU) are used by your pipeline. + +**Usage Pattern:** ```bash -export http_proxy=http://: -export https_proxy=http://: -export HTTP_PROXY=http://: -export HTTPS_PROXY=http://: -export NO_PROXY=localhost,127.0.0.1,::1 -export no_proxy=localhost,127.0.0.1,::1 -export socks_proxy=http://: -export SOCKS_PROXY=http://: +CAMERA_STREAM= WORKLOAD_DIST= make run-lp +# Or for benchmarking: +CAMERA_STREAM= WORKLOAD_DIST= make benchmark ``` -### 2. System-Wide Proxy Configuration - -System-wide environment (/etc/environment) -(Run: sudo nano /etc/environment and add or update) - -```bash -http_proxy=http://: -https_proxy=http://: -ftp_proxy=http://: -socks_proxy=http://: -no_proxy=localhost,127.0.0.1,::1 - -HTTP_PROXY=http://: -HTTPS_PROXY=http://: -FTP_PROXY=http://: -SOCKS_PROXY=http://: -NO_PROXY=localhost,127.0.0.1,::1 -``` -### 3. Docker Daemon & Client Proxy Configuration - -Docker daemon drop-in (/etc/systemd/system/docker.service.d/http-proxy.conf) -Create dir if missing: -sudo mkdir -p /etc/systemd/system/docker.service.d -sudo nano /etc/systemd/system/docker.service.d/http-proxy.conf - -```bash -[Service] -Environment="http_proxy=http://:" -Environment="https_proxy=http://:" -Environment="no_proxy=localhost,127.0.0.1,::1" -Environment="HTTP_PROXY=http://:" -Environment="HTTPS_PROXY=http://:" -Environment="NO_PROXY=localhost,127.0.0.1,::1" -Environment="socks_proxy=http://:" -Environment="SOCKS_PROXY=http://:" - -# Reload & restart: -sudo systemctl daemon-reload -sudo systemctl restart docker - -# Docker client config (~/.docker/config.json) -# mkdir -p ~/.docker -# nano ~/.docker/config.json -{ - "proxies": { - "default": { - "httpProxy": "http://:", - "httpsProxy": "http://:", - "noProxy": "localhost,127.0.0.1,::1" - } - } -} -``` \ No newline at end of file +### Loss Prevention Configurations + +| Description | CAMERA_STREAM | WORKLOAD_DIST | +|-------------------------|-------------------------------|--------------------------------------| +| CPU (Default) | camera_to_workload.json | workload_to_pipeline.json | +| GPU | camera_to_workload.json | workload_to_pipeline_gpu.json | +| NPU + GPU | camera_to_workload.json | workload_to_pipeline_gpu-npu.json | +| Heterogeneous | camera_to_workload.json | workload_to_pipeline_hetero.json | +| VLM | camera_to_workload_vlm.json | workload_to_pipeline_vlm.json | + +> [!NOTE] +> **Included Sub-Workloads**: The following detection types are automatically enabled in all Loss Prevention configurations: +> +> - `items_in_basket` - Monitors items placed in shopping baskets +> - `hidden_items` - Detects concealed or hidden products +> - `fake_scan_detection` - Identifies scanning without actual item registration +> - `multi_product_identification` - Tracks multiple products simultaneously +> - `product_switching` - Detects when customers switch high-value items for lower-value ones +> - `sweet_heartening` - Monitors for collusion between customers and cashiers + +### Automated Self-Checkout Configurations + +| Description | CAMERA_STREAM | WORKLOAD_DIST | +|------------------------------------------------|-------------------------------|--------------------------------------| +| Object Detection (CPU) | camera_to_workload_asc_object_detection.json | workload_to_pipeline_asc_object_detection_cpu.json | +| Object Detection (GPU) | camera_to_workload_asc_object_detection.json | workload_to_pipeline_asc_object_detection_gpu.json | +| Object Detection (NPU) | camera_to_workload_asc_object_detection.json | workload_to_pipeline_asc_object_detection_npu.json | +| Object Detection & Classification (CPU) | camera_to_workload_asc_object_detection_classification.json | workload_to_pipeline_asc_object_detection_classification_cpu.json | +| Object Detection & Classification (GPU) | camera_to_workload_asc_object_detection_classification.json | workload_to_pipeline_asc_object_detection_classification_gpu.json | +| Object Detection & Classification (NPU) | camera_to_workload_asc_object_detection_classification.json | workload_to_pipeline_asc_object_detection_classification_npu.json | +| Age Prediction & Face Detection (CPU) | camera_to_workload_asc_age_verification.json | workload_to_pipeline_asc_age_verification_cpu.json | +| Age Prediction & Face Detection (GPU) | camera_to_workload_asc_age_verification.json | workload_to_pipeline_asc_age_verification_gpu.json | +| Age Prediction & Face Detection (NPU) | camera_to_workload_asc_age_verification.json | workload_to_pipeline_asc_age_verification_npu.json | +| Heterogeneous | camera_to_workload_asc_hetero.json | workload_to_pipeline_hetero.json | \ No newline at end of file diff --git a/docs_src/use-cases/loss-prevention/getting_started.md b/docs_src/use-cases/loss-prevention/getting_started.md index 0462618..b1a3392 100644 --- a/docs_src/use-cases/loss-prevention/getting_started.md +++ b/docs_src/use-cases/loss-prevention/getting_started.md @@ -12,28 +12,67 @@ - [NPU](https://dlstreamer.github.io/dev_guide/advanced_install/advanced_install_guide_prerequisites.html#prerequisite-2-install-intel-npu-drivers) - Sufficient disk space for models, videos, and results +> [!NOTE] +> First-time setup downloads AI models, sample videos, and Docker images - this may take 5-15 minutes depending on your internet connection. + +## Choose Your Workload Type + +### 🛡️ Loss Prevention +**Purpose**: Detect theft, suspicious behavior, and inventory shrinkage +**Use When**: You want to monitor customer interactions and prevent loss +**Includes**: Hidden items detection, fake scan detection, product switching alerts + +### 🛒 Automated Self-Checkout +**Purpose**: Validate customer scanning and detect checkout fraud +**Use When**: You want to ensure proper product scanning at self-checkout stations +**Options**: Object detection, age verification, product classification + +### 🧠 Enhanced Loss Prevention with LVLM +**Purpose**: Advanced item recognition using Large Vision Language Models +**Use When**: You need higher accuracy for complex items or edge cases +**Includes**: Agent-based LVLM invocation, traditional CV fallback, improved item identification + +## Quick Configuration Reference + +### 🛡️ Loss Prevention Hardware Options -### **NOTE:** +| Configuration | Command | Best For | +|---------------|---------|----------| +| **CPU (Default)** | `make run-lp RENDER_MODE=1` | Basic setups, testing | +| **GPU** | `make run-lp WORKLOAD_DIST=workload_to_pipeline_gpu.json RENDER_MODE=1` | Performance, real-time processing | +| **NPU + GPU** | `make run-lp WORKLOAD_DIST=workload_to_pipeline_gpu-npu.json RENDER_MODE=1` | Latest Intel hardware | +| **Heterogeneous** | `make run-lp WORKLOAD_DIST=workload_to_pipeline_hetero.json RENDER_MODE=1` | Mixed workloads across hardware | +| **VLM** | `make run-lp CAMERA_STREAM=camera_to_workload_vlm.json WORKLOAD_DIST=workload_to_pipeline_vlm.json RENDER_MODE=1` | Advanced AI-powered detection | -By default the application runs by pulling the pre-built images. If you want to build the images locally and then run the application, set the flag: +**Included Detection Types:** Hidden items, fake scanning, product switching, multi-product ID, sweet-heartening +### 🛒 Self-Checkout Quick Commands + +**Object Detection (Identify scanned products):** ```bash -REGISTRY=false +# GPU (recommended) +make run-lp CAMERA_STREAM=camera_to_workload_asc_object_detection.json WORKLOAD_DIST=workload_to_pipeline_asc_object_detection_gpu.json RENDER_MODE=1 -usage: make REGISTRY=false (applicable for all commands like benchmark, benchmark-stream-density..) -Example: make run-lp REGISTRY=false +# CPU alternative +make run-lp CAMERA_STREAM=camera_to_workload_asc_object_detection.json WORKLOAD_DIST=workload_to_pipeline_asc_object_detection_cpu.json RENDER_MODE=1 ``` -By default the application runs in Headless mode. If you want to run in Visual Mode run the application, by setting the flag: - +**Age Verification (Age-restricted products):** ```bash -RENDER_MODE=1 +# GPU (recommended) +make run-lp CAMERA_STREAM=camera_to_workload_asc_age_verification.json WORKLOAD_DIST=workload_to_pipeline_asc_age_verification_gpu.json RENDER_MODE=1 +``` -usage: make RENDER_MODE=1 (applicable for all commands like benchmar,benchmark-stream-density..) -Example: make run-lp RENDER_MODE=1 +**Combined Detection & Classification:** +```bash +# GPU (recommended) +make run-lp CAMERA_STREAM=camera_to_workload_asc_object_detection_classification.json WORKLOAD_DIST=workload_to_pipeline_asc_object_detection_classification_gpu.json RENDER_MODE=1 ``` -(If this is the first time, it will take some time to download videos, models, docker images and build images) +> [!TIP] +> **Hardware Selection**: Replace `_gpu` with `_cpu` or `_npu` in any command above based on your available hardware. +> +> **Complete Reference**: For the full configuration matrix with all hardware combinations and detailed specifications, see [Complete Workload Configuration Matrix](advanced.md#complete-workload-configuration-matrix) in Advanced Settings. ## Step by step instructions: @@ -46,43 +85,71 @@ Example: make run-lp RENDER_MODE=1 git clone -b v4.0.0 --single-branch https://github.com/intel-retail/loss-prevention ``` -2. To run loss prevention from pre-built images,follow the below steps: +2. **Run Loss Prevention (Recommended for First Time)** + **Simple Setup with Visual Output:** ```bash - #Download the models using download_models/downloadModels.sh - make download-models - #Update github submodules - make update-submodules - #Download sample videos used by the performance tools - make download-sample-videos - #Run the LP application - make run-render-mode + # RENDER_MODE=1 shows live video with detection boxes (recommended for first run) + make run-lp RENDER_MODE=1 ``` - **NOTE:- User can directly run single make command that internally called all above command and run the Loss Prevention application.** + **Alternative Options:** + ```bash + # Headless mode - no visual output (for servers or automated testing) + make run-lp + ``` - - Run Loss Prevention appliaction with single command. + **What This Does:** + - Downloads AI models (YOLOv5, EfficientNet) + - Downloads sample videos for testing + - Starts the loss prevention pipeline + - Enables 6 detection types: hidden items, fake scanning, product switching, etc. + - Visual mode shows real-time detection boxes and alerts + +3. **Run Automated Self-Checkout Workloads** + **Object Detection (Identifies scanned products):** ```bash - make run-lp RENDER_MODE=1 + # GPU accelerated - recommended for performance + CAMERA_STREAM=camera_to_workload_asc_object_detection.json WORKLOAD_DIST=workload_to_pipeline_asc_object_detection_gpu.json make run-lp RENDER_MODE=1 + + # CPU version - for systems without GPU + CAMERA_STREAM=camera_to_workload_asc_object_detection.json WORKLOAD_DIST=workload_to_pipeline_asc_object_detection_cpu.json make run-lp RENDER_MODE=1 ``` - By default, Loss Prevention 6 default workloads are executed. Refer to the [Pre-Configured Workloads](#pre-configured-workloads) section for more details. + **Age Verification (For age-restricted products):** + ```bash + # Detects customer age for alcohol/tobacco purchases + CAMERA_STREAM=camera_to_workload_asc_age_verification.json WORKLOAD_DIST=workload_to_pipeline_asc_age_verification_gpu.json make run-lp RENDER_MODE=1 + ``` + + **Combined Detection & Classification:** + ```bash + # Both identifies AND categorizes products + CAMERA_STREAM=camera_to_workload_asc_object_detection_classification.json WORKLOAD_DIST=workload_to_pipeline_asc_object_detection_classification_gpu.json make run-lp RENDER_MODE=1 + ``` + + > [!TIP] + > **Display Options**: Add `RENDER_MODE=1` to any command above to see live video with detection boxes. Remove it for headless operation (servers/automation). + > **Choose Your Hardware**: Replace `_gpu` with `_cpu` or `_npu` based on your available hardware. See [ASC Workloads](#automated-self-check-out) for all options. + +## What You'll See When Working + +### 🛡️ Loss Prevention Results +- **Visual**: Red bounding boxes around suspicious activities +- **Alerts**: Console notifications for hidden items, fake scanning, product switching +- **Logs**: Detection confidence scores and behavior analysis + +### 🛒 Self-Checkout Results +- **Object Detection**: Green boxes around identified products with labels +- **Age Verification**: Face detection boxes with estimated age ranges +- **Classification**: Product categories and scanning validation status + +### Expected Performance +- **Startup Time**: 2-5 minutes (first run includes downloads) +- **Processing**: Real-time video analysis at 15-30 FPS +- **Results**: JSON files appear in `results/` folder within seconds -3. To build the images locally step by step: - - Follow the following steps: - ```bash - make download-models REGISTRY=false - make update-submodules REGISTRY=false - make download-sample-videos - make run-render-mode REGISTRY=false - ``` - - - The above series of commands can be executed using only one command: - - ```bash - make run-lp REGISTRY=false RENDER_MODE=1 - ``` 4. Verify Results After starting Loss Prevention you will begin to see result files being written into the results/ directory. Here are example outputs from the 3 log files. @@ -203,123 +270,6 @@ Example: make run-lp RENDER_MODE=1 make down-lp REGISTRY=false ``` -## Pre-configured Workloads -The preconfigured workload supports multiple hardware configurations out of the box. Use the `CAMERA_STREAM` and `WORKLOAD_DIST` variables to customize which cameras and hardware (CPU, GPU, NPU) are used by your pipeline. - -**How To Use:** -- Specify the appropriate files as environment variables when running or benchmarking: - ```sh - CAMERA_STREAM= WORKLOAD_DIST= make run-lp - ``` - Or for benchmarking: - ```sh - CAMERA_STREAM= WORKLOAD_DIST= make benchmark - ``` -### Loss Prevention - -| Description | CAMERA_STREAM | WORKLOAD_DIST | -|-------------------------|-------------------------------|--------------------------------------| -| CPU (Default) | camera_to_workload.json | workload_to_pipeline.json | -| GPU | camera_to_workload.json | workload_to_pipeline_gpu.json | -| NPU + GPU | camera_to_workload.json | workload_to_pipeline_gpu-npu.json | -| Heterogeneous | camera_to_workload.json | workload_to_pipeline_hetero.json | - -> [!NOTE] -> The following sub-workloads are automatically included and enabled in the configuration: -> -> `items_in_basket` - `hidden_items` - `fake_scan_detection` - `multi_product_identification` - `product_switching` - `sweet_heartening` - -### Automated Self Check Out - -| Description | CAMERA_STREAM | WORKLOAD_DIST | -|------------------------------------------------|-------------------------------|--------------------------------------| -| Object Detection (GPU) | camera_to_workload_asc_object_detection.json | workload_to_pipeline_asc_object_detection_gpu.json | -| Object Detection (NPU) | camera_to_workload_asc_object_detection.json | workload_to_pipeline_asc_object_detection_npu.json | -| Object Detection & Classification (GPU) | camera_to_workload_asc_object_detection_classification.json | workload_to_pipeline_asc_object_detection_classification_gpu.json | -| Object Detection & Classification (NPU) | camera_to_workload_asc_object_detection_classification.json | workload_to_pipeline_asc_object_detection_classification_npu.json | -| Age Prediction & Face Detection (GPU) | camera_to_workload_asc_age_verification.json | workload_to_pipeline_asc_age_verification_gpu.json | -| Age Prediction & Face Detection (NPU) | camera_to_workload_asc_age_verification.json | workload_to_pipeline_asc_age_verification_npu.json | -| Heterogenous | camera_to_workload_asc_hetero.json | workload_to_pipeline_hetero.json | - - - -### User Defined Workloads -The application is highly configurable via JSON files in the `configs/` directory - -**To try a new camera or workload:** - -1. Create new camera to workload mapping in `configs/camera_to_workload_custom.json` to add your camera and assign workloads. - - **camera_to_workload_custom.json**: Maps each camera to one or more workloads. - - To add or remove a camera, edit the `lane_config.cameras` array in the file. - - Each camera entry can specify its video source, region of interest, and assigned workloads. - Example: - ```json - { - "lane_config": { - "cameras": [ - { - "camera_id": "cam1", - "streamUri": "rtsp://rtsp-streamer:8554/video-stream-name", - "workloads": ["items_in_basket", "multi_product_identification"], - "region_of_interest": {"x": 100, "y": 100, "x2": 800, "y2": 600} - } - ] - } - } - ``` -If adding new videos, place your video files in the directory **performance-tools/sample-media/** and update the `streamUri` path. -[!Note] ->#### Connecting External RTSP Cameras: -To use real RTSP cameras instead of the built-in server: - -```json -{ - "camera_id": "external_cam1", - "streamUri": "rtsp://192.168.1.100:554/stream1", - "workloads": ["items_in_basket"] -} -``` -2. Create new `configs/workload_to_pipeline_custom.json` to define pipeline for your workload. - - **workload_to_pipeline_custom.json**: Maps each workload name to a pipeline definition (sequence of GStreamer elements and models). - Example: - - ```json - { - "workload_pipeline_map": { - "custom_workload_1": [ - {"type": "gvadetect", "model": "yolo11n", "precision": "INT8", "device": "CPU"}, - {"type": "gvaclassify", "model": "efficientnet-v2-b0", "precision": "INT8", "device": "CPU"} - ], - "custom_workload_2": [ - {"type": "gvadetect", "model": "yolo11n", "precision": "INT16", "device": "NPU"}, - {"type": "gvaclassify", "model": "efficientnet-v2-b0", "precision": "INT16", "device": "NPU"} - ], - "custom_workload_3": [ - {"type": "gvadetect", "model": "yolo11n", "precision": "INT8", "device": "GPU"}, - {"type": "gvaclassify", "model": "efficientnet-v2-b0", "precision": "INT8", "device": "GPU"} - ] - } - } - ``` -3. Run validate configs command, to verify configuration files - ```sh - make validate-all-configs - ``` -4. Re-run the pipeline as described above. - -> [!NOTE] -> Since the GStreamer pipeline is generated dynamically based on the provided configuration(camera_to_workload and workload_to_pipeline json), -> the pipeline.sh file gets updated every time the user runs make run-lp or make benchmark. This ensures that the pipeline reflects the latest changes. - ```sh - src/pipelines/pipeline.sh - ``` - - ## Troubleshooting + If results folder is empty, check Docker logs for errors: @@ -351,4 +301,5 @@ To use real RTSP cameras instead of the built-in server: - **Stream not found**: Verify video file exists in `performance-tools/sample-media/` - **Black frames**: Ensure video codec is H.264 (most compatible) - **Check RTSP server logs**: `docker logs rtsp-streamer` -## [Proceed to Advanced Settings](advanced.md) + +## [Proceed to Advanced Settings](advanced.md) \ No newline at end of file diff --git a/docs_src/use-cases/loss-prevention/loss-prevention.md b/docs_src/use-cases/loss-prevention/loss-prevention.md index dae52bf..ff4d08b 100644 --- a/docs_src/use-cases/loss-prevention/loss-prevention.md +++ b/docs_src/use-cases/loss-prevention/loss-prevention.md @@ -8,6 +8,18 @@ Implementing loss prevention solutions in retail isn't straightforward. Retailer The Intel® Loss Prevention Reference Package is designed to help with this. It provides the essential components needed to develop and deploy a loss prevention solution using Intel® hardware, software, and open-source tools. This reference implementation includes a pre-configured pipeline that's optimized for Intel® hardware, simplifying the setup of an effective computer vision-based loss prevention system for retailers. -## Next Steps +## What You Want to Do -To begin using the loss prevention solution you can follow the [Getting Started Guide](./getting_started.md). +### 🚀 I'm New to Loss Prevention Solutions +**Quick Start (25 minutes)**: [Getting Started Guide](./getting_started.md) +- Set up your development environment +- Run your first loss prevention demo +- Understand the detection pipeline workflow + +### ⚙️ I Want to Customize the Solution +**Advanced Configuration (45-90 minutes)**: [Advanced Guide](./advanced.md) +- Configure custom source and workloads + +### 📊 I Need Performance Analysis +**Benchmark & Optimize**: [Performance Guide](./performance.md) +- Compare CPU/GPU/NPU detection performance \ No newline at end of file diff --git a/docs_src/use-cases/loss-prevention/performance.md b/docs_src/use-cases/loss-prevention/performance.md new file mode 100644 index 0000000..420f4ea --- /dev/null +++ b/docs_src/use-cases/loss-prevention/performance.md @@ -0,0 +1,306 @@ +# Performance Testing & Benchmarking + +Test your Loss Prevention and Automated Self-Checkout pipeline performance on various hardware configurations. This guide covers everything from quick performance checks to comprehensive system capacity testing. + +## Quick Start (5 minutes) + +**Goal**: Run a basic performance test to verify your system works correctly + +### 1. Initialize Performance Tools +```bash +make update-submodules +``` + +### 2. Run Quick Benchmark +```bash +make benchmark-quickstart +``` + +**What this does:** +- Tests GPU performance with 6 different loss prevention workloads +- Runs headless (no display needed) +- Uses pre-built Docker images for faster setup +- Automatically generates consolidated metrics + +**Expected results**: You'll see FPS metrics and resource utilization for each workload. + +## Understanding Performance Testing Types + +### Basic Performance Testing + +**Default Benchmark Command:** +```bash +make benchmark +``` + +**Configuration:** +- Single pipeline instance (`PIPELINE_COUNT=1`) +- CPU-only processing (`WORKLOAD_DIST=workload_to_pipeline.json`) +- Standard camera setup (`CAMERA_STREAM=camera_to_workload.json`) +- No visual output (`RENDER_MODE=0`) + +### Environment Variables Reference + +| Category | Variable | Description | Common Values | +|----------|----------|-------------|---------------| +| **Display** | `RENDER_MODE` | Show/hide visual output | `0` (headless), `1` (visual) | +| **Performance** | `PIPELINE_COUNT` | Number of parallel pipeline instances | `1`, `2`, `4` (higher = more stress) | +| **Hardware** | `WORKLOAD_DIST` | Target processing hardware | `workload_to_pipeline_cpu.json`, `workload_to_pipeline_gpu.json`, `workload_to_pipeline_gpu-npu.json` | +| **Camera Setup** | `CAMERA_STREAM` | Camera configuration | `camera_to_workload.json`, `camera_to_workload_full.json` | +| **Build** | `REGISTRY` | Use pre-built vs local images | `true` (faster), `false` (custom builds) | + +| **Build** | `REGISTRY` | Use pre-built vs local images | `true` (faster), `false` (custom builds) | + +## Workload Configuration Options + +### Camera Stream Configurations + +**Standard Setup** (`camera_to_workload.json`): +| Camera | Workloads | +|:-------|:----------| +| cam1 | items_in_basket + multi_product_identification | +| cam2 | hidden_items + product_switching | +| cam3 | fake_scan_detection | + +**Full Workload Testing** (`camera_to_workload_full.json`): +| Camera | Workload | +|:-------|:---------| +| cam1 | items_in_basket | +| cam2 | hidden_items | +| cam3 | fake_scan_detection | +| cam4 | multi_product_identification | +| cam5 | product_switching | +| cam6 | sweet_heartening | + +### Hardware Distribution Options + +| Configuration | File | Best For | +|:--------------|:-----|:---------| +| **CPU Only** | `workload_to_pipeline_cpu.json` | Testing, development environments | +| **GPU Only** | `workload_to_pipeline_gpu.json` | Production, high performance | +| **Mixed GPU/NPU** | `workload_to_pipeline_gpu-npu.json` | Latest Intel hardware | +| **Heterogeneous** | `workload_to_pipeline_hetero.json` | Maximum performance across all hardware | +| **Default Mixed** | `workload_to_pipeline.json` | Balanced CPU/GPU/NPU distribution | + +## Advanced Performance Testing (15-30 minutes) + +### GPU Performance Testing +```bash +make benchmark WORKLOAD_DIST=workload_to_pipeline_gpu.json CAMERA_STREAM=camera_to_workload_full.json +``` + +### Multi-Pipeline Stress Testing +```bash +# Test with 2 parallel pipelines +make PIPELINE_COUNT=2 benchmark + +# High stress test with 4 pipelines +make PIPELINE_COUNT=4 benchmark +``` + +### Custom Hardware Configuration +```bash +# Test heterogeneous workload distribution +make benchmark WORKLOAD_DIST=workload_to_pipeline_hetero.json CAMERA_STREAM=camera_to_workload_full.json REGISTRY=false +``` + +### Automated Self-Checkout Performance +```bash +# Object detection workload +CAMERA_STREAM=camera_to_workload_asc_object_detection.json WORKLOAD_DIST=workload_to_pipeline_asc_object_detection_gpu.json make benchmark + +# Age verification workload +CAMERA_STREAM=camera_to_workload_asc_age_verification.json WORKLOAD_DIST=workload_to_pipeline_asc_age_verification_gpu.json make benchmark +``` + +## Viewing Results + +### Generate Consolidated Metrics +```bash +make consolidate-metrics +``` + +**Output**: `benchmark/metrics.csv` containing: +- FPS (frames per second) for each pipeline +- CPU/GPU/NPU utilization percentages +- Memory usage statistics +- Power consumption data +- Latency measurements + +### View Results +```bash +cat benchmark/metrics.csv +``` + +## Stream Density Testing (30+ minutes) + +**Goal**: Find the maximum number of parallel pipelines your system can handle while maintaining target performance. + +### Basic Stream Density Test +```bash +make benchmark-stream-density +``` + +**Default behavior:** +- Tests until FPS drops below 14.95 target +- Uses OOM protection to prevent system crashes +- Reports maximum sustainable pipeline count + +### Custom Target FPS +```bash +# Test for different performance thresholds +make TARGET_FPS=13.5 benchmark-stream-density + +# With custom pipeline configuration +make PIPELINE_SCRIPT=yolo11n_effnetb0.sh TARGET_FPS=13.5 benchmark-stream-density +``` + +### Stream Density Environment Variables + +| Variable | Description | Values | +|:---------|:------------|:--------| +| `TARGET_FPS` | Minimum FPS threshold | `14.95` (default), `13.5`, `20.0` | +| `OOM_PROTECTION` | Prevent out-of-memory crashes | `1` (enabled), `0` (disabled) | + +> ⚠️ **Warning**: Setting `OOM_PROTECTION=0` may crash your system requiring a hard reboot. + +### Expected Output +``` +Total averaged FPS per stream: 15.210442307692306 for 26 pipeline(s) +``` + +## Visualization & Analysis + +### Generate Performance Graphs +```bash +make plot-metrics +``` + +**Output**: `benchmark/plot_metrics.png` showing: +- 🧠 CPU Usage Over Time +- ⚙️ NPU Utilization Over Time +- 🎮 GPU Usage for each GPU device found + +### Useful Maintenance Commands +```bash +make validate-all-configs # Validate configuration files +make clean-images # Remove dangling Docker images +make clean-containers # Remove stopped containers +make clean-all # Remove all unused Docker resources +``` +make clean-all # Remove all unused Docker resources +``` + +## Custom Configuration (Advanced) + +### Creating Custom Workloads + +The application is highly configurable via JSON files in the `configs/` directory: + +#### Camera Configuration (`camera_to_workload.json`) +```json +{ + "lane_config": { + "cameras": [ + { + "camera_id": "cam1", + "fileSrc": "sample-media/video1.mp4", + "workloads": ["items_in_basket", "multi_product_identification"], + "region_of_interest": {"x": 100, "y": 100, "x2": 800, "y2": 600} + } + ] + } +} +``` + +#### Pipeline Configuration (`workload_to_pipeline.json`) +```json +{ + "workload_pipeline_map": { + "items_in_basket": [ + {"type": "gvadetect", "model": "yolo11n", "precision": "INT8", "device": "CPU"}, + {"type": "gvaclassify", "model": "efficientnet-v2-b0", "precision": "INT8", "device": "CPU"} + ] + } +} +``` + +### To Add Custom Workloads: +1. Edit `configs/camera_to_workload.json` to add your camera and assign workloads +2. Edit `configs/workload_to_pipeline.json` to define the pipeline for your workload +3. Place your video files in `performance-tools/sample-media/` and update the `fileSrc` path +4. Run `make validate-all-configs` to verify your configuration +5. Re-run the pipeline: `make benchmark` + +## Detailed Hardware Distribution (Reference) + +### Heterogeneous Configuration Breakdown +The `workload_to_pipeline_hetero.json` distributes workloads across multiple processing units: + +| Workload | Object Detection | Classification | Inference | +|:---------|:----------------|:---------------|:----------| +| items_in_basket | GPU | GPU | - | +| hidden_items | GPU | CPU | - | +| fake_scan_detection | GPU | CPU | - | +| multi_product_identification | GPU | CPU | - | +| product_switching | GPU | GPU | - | +| sweet_heartening | NPU | - | NPU | + +### Mixed Configuration Details +The `workload_to_pipeline.json` balances workloads across available hardware: +- **CPU**: items_in_basket, multi_product_identification, sweet_heartening +- **GPU**: product_switching, hidden_items +- **NPU**: fake_scan_detection + +## Project Structure (Reference) + +- `configs/` — Configuration files (camera/workload mapping) +- `docker/` — Dockerfiles for containers +- `download-scripts/` — Model and video download scripts +- `src/` — Pipeline runner scripts +- `performance-tools/benchmark-scripts/results/` — Performance test results +- `Makefile` — Build automation commands + +--- + +## Appendix: System Configuration + +### Proxy Configuration (If Required) + +If your organization requires proxy settings for internet access: + +#### Shell Session Proxy +```bash +export http_proxy=http://: +export https_proxy=http://: +export HTTP_PROXY=http://: +export HTTPS_PROXY=http://: +export NO_PROXY=localhost,127.0.0.1,::1 +``` + +#### System-Wide Proxy (`/etc/environment`) +```bash +sudo nano /etc/environment +# Add the following lines: +http_proxy=http://: +https_proxy=http://: +HTTP_PROXY=http://: +HTTPS_PROXY=http://: +NO_PROXY=localhost,127.0.0.1,::1 +``` + +#### Docker Proxy Configuration +Create `/etc/systemd/system/docker.service.d/http-proxy.conf`: +```bash +sudo mkdir -p /etc/systemd/system/docker.service.d +sudo nano /etc/systemd/system/docker.service.d/http-proxy.conf + +[Service] +Environment="http_proxy=http://:" +Environment="https_proxy=http://:" +Environment="no_proxy=localhost,127.0.0.1,::1" + +# Reload and restart +sudo systemctl daemon-reload +sudo systemctl restart docker +``` \ No newline at end of file