🚀 Advanced Industrial Machine Vision & AI Quality Inspection

Revolutionizing automated defect detection and smart manufacturing through Deep Learning and Edge AI.

Robopipe Studio is an open-source software designed for capturing and processing image data, labeling images, and training and deploying offline machine learning models on Edge-Compute hardware (Luxonis). It provides a user-friendly interface for managing image datasets, annotating images, and building offline computer vision applications.

📹 Capture, Label, Train and Infer

Operators can label and fine-tune datasets using an intuitive interface, specifically engineered to handle complex, non-rigid products where traditional rule-based vision systems fail. Optimized models are deployed via robopipe API to Edge-Compute hardware (Luxonis) for real-time inference in manufacturing processes.

Capture	Label
Train	Infer

📑 Documentation

To learn more about Robopipe Studio, please visit the Robopipe Documentation.

🛠 Running the app

Using Docker

Prerequisites

• Docker

1. Clone the repository:

   git clone https://github.com/Robopipe/Studio.git

2. Build the Docker image:

   cd Studio
   docker build -t robopipe-studio .

3. Run the Docker container:

   docker run -p 8000:8000 robopipe-studio

From source

Prerequisites

• Python 3.8 or higher
• Git

1. Clone the repository:

   git clone https://github.com/Robopipe/Studio.git

2. Navigate to the project directory:

   cd Studio

3. Install the required dependencies:

   a) Install dependencies for API:

    python3 -m venv .venv
    source .venv/bin/activate
    python3 -m pip install poetry
    poetry install
    python3 label_studio/manage.py collectstatic

   (optional) Install base NN models:

    python3 label_studio/manage.py installmodels --all

   b) Install dependencies for Frontend:

    cd web
    yarn install

4. Build the frontend:

   yarn ls:build

5. Run the application:

   cd ..
   python3 label_studio/manage.py runserver

📬 Feedback

Robopipe values all your feedback. If you encounter any problems with the app, please open a GitHub issue for anything related to this app - bugs, improvement suggestions, documentation, developer experience, etc.

👫 Community

Join our Robopipe subreddit to share your apps, ask any questions regarding Robopipe, get help debugging your apps, or simply to read more about Robopipe from our users.