Mechascape

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  Dashboard

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  Image editor with drawable canvas

Inspiration

• Wanted to make a tool that can quickly prototype 2d and 3d assets in a steampunk theme
• What it does: Portal to draw and save blueprints that can be "steampunkified" with one click
• How we built it:
• Frontend: React.js: Component-based framework for the UI. TailwindCSS: Utility-first CSS for styling. Fabric.js: Canvas rendering for interactive blueprint editing.
• Backend FastAPI + Uvicorn: Python-based backend for handling API routes, ML, and image processing.
• Machine Learning PyTorch: Core ML framework. Transformers: NLP for generating and interpreting blueprint descriptions.
• Database MongoDB (Atlas): Cloud database for storing user data and blueprints.
• User Authentication and Login JWT (JSON Web Tokens): Token-based authentication for secure user login and route protection. OAuth2 (FastAPI): Manages token generation and user credential verification. Passlib: Password hashing and verification for secure user data handling. ## Challenges we ran into
• Hard to do everything solo ## Accomplishments that we're proud of
• Using most of the tech stack for the first time and figuring it out in a day ## What we learned
• Have at least 1 teammate to divide the work so that the end product can be more fleshed out ## What's next for Mechascape
• Better model results and exportable obj files

Built With

• fastapi
• mongodb
• oauth2
• pytorch
• transformers
• uvicorn