Product Roadmap

Phase 1: Development and Beta Testing of the AI Image Generation Engine

• Development:

  • Developing the AI engine involves constructing diffusion models for image generation. A diffusion model progressively denoises a normally distributed variable to generate an image. The denoising process is formulated as a series of transformations.

  • Beta Testing: Selected beta testers will assess the AI engine's performance, providing feedback on the quality of generated images. Metrics like Fréchet Inception Distance (FID) and Inception Score will be used to evaluate model improvements.

Phase 2: Launch of the Platform with Basic NFT Minting Capabilities

• Initial Platform Launch:

  • The platform launch will involve deploying smart contracts on the blockchain to enable NFT minting. The minting process will follow the ERC-721 standard to ensure interoperability across platforms.

• Token Sale: The token sale will fund platform development, allowing early adopters to purchase tokens. A well-defined tokenomics strategy will ensure fair distribution and vesting schedules.

• Marketplace Beta Release: The marketplace will initially be available in beta, allowing users to list and trade NFTs. Beta testing will involve stress testing the platform's functionality and usability.

Phase 3: Introduction of Advanced Features

• Collaborative Projects: Introducing tools that enable users to collaborate on digital art creation. Secure access controls and versioning mechanisms will ensure data integrity and enable collaborative editing of AI-generated images.

• AI-Driven Art Recommendations: Implementing collaborative filtering algorithms to recommend art based on user preferences. The recommendation system will use matrix factorization to identify latent user preferences.

• Multi-Chain Support: Integrating additional blockchain networks will involve deploying smart contracts across chains and enabling cross-chain NFT trading.

Future Features: Exploration of VR/AR Applications and Real-Time NFT Creation Events

• VR/AR Applications: Developing immersive VR/AR applications to experience AI-generated art in new ways. Techniques like transformation matrices and perspective projections will be used to align objects in 3D environments.

• Real-Time NFT Creation Events: Hosting live events for creating and minting NFTs, with scalable infrastructure to handle high user demand. Event logs will be stored on-chain for transparency and traceability.

• Multi-Chain Staking and Token Bridge: Implementing cross-chain staking will require cryptographic protocols to distribute rewards securely. A token bridge will use cryptographic proofs to enable seamless cross-chain transfers.

• DAO Governance: Implementing a DAO system for decentralized governance, where token holders can participate in decision-making. Quadratic voting will be used to ensure voting power is fairly distributed.

These enhanced details emphasize the progression of the platform, utilizing diffusion models for image generation and incorporating advanced features to create a comprehensive ecosystem for digital art and NFTs.