🚀 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

From source

Prerequisites

• Pnpm v10.28.0 (or higher)
• Running PostgreSQL server v16 (or higher), with created database

  psql -c "create database robopipe;"

• Git

1. Clone the repository:

   git clone -b rewrite --single-branch https://github.com/Robopipe/Studio.git

2. Navigate to the project directory:

   cd Studio

3. Install the required dependencies:

   pnpm install

4. Set up environment variables:

   cp apps/api/config.local.example.yml apps/api/config.local.yml
   cp apps/api/.env.example apps/api/.env
   cp apps/web/.env.example apps/web/.env.local

   Then configure DATABASE_URL in app/api/.env and apps/api/config.local.yml according to your environment

5. Run the database migrations:

   pnpm build && pnpm -F api drizzle:push

6. Run the application:

   pnpm dev

7. Observe the app

   • The web is available at localhost:5173
   • API docs are available at localhost:3000/api

With Docker

Prerequisites

• Docker and Docker Compose

1. Clone the repository:

   git clone -b rewrite --single-branch https://github.com/Robopipe/Studio.git
   cd Studio

2. Start all services (PostgreSQL, API, Web):

   docker compose up --build

3. In a separate terminal, run the database migrations:

   docker compose exec api pnpm -F api drizzle:push

4. Observe the app

   • The web is available at localhost:5173
   • API docs are available at localhost:3000/api

Source code is volume-mounted, so changes trigger hot-reload automatically.

📬 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.