Introduction

What the F.. Brick ?! This tool is built using React Native, TensorFlow, and OpenCV to identify Lego bricks in a photograph and guess their types. It serves as a powerful tool for Lego enthusiasts and builders, offering a way to digitally catalog and recognize Lego pieces directly laying on a dark mat !

Project Structure

• views/: Contains the different views of the application.
• handlers/: Contains API handling functions.
• components/button/: Contains the main button component.

Getting Started

Prerequisites

• Expo
• Node.js
• Other dependencies as listed in the package.json file.

Installation

Clone the repository:

git clone https://github.com/thomas-rooty/what-the-brick.git

Install the required NPM packages:

npm i

Running the app

Start the app:

npm run start

Usage

Detecting Lego Bricks

Send a POST request to /detect_legos with an image file. The API processes the image and returns bounding boxes around each detected Lego brick.

Example with curl:

curl -X POST -F "file=@path_to_your_image.jpg" http://api_url/detect_legos

Guessing Lego Types

Send a POST request to /guess_lego with a list of URLs of cropped Lego brick images. The API uses a pre-trained model to predict the type of each Lego brick.

Example with curl:

curl -X POST -H "Content-Type: application/json" -d '{"urls": ["http://image_url1.jpg", "http://image_url2.jpg"]}' http://127.0.0.1:5000/guess_lego

App preview

Home page

Contributing

We welcome contributions to improve the Lego Detector API! Whether it's bug fixes, feature enhancements, or documentation improvements, your help is valuable.