8000 ynyeh0221 (Yi-Nung Yeh) · GitHub
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  1. fashion-mnist-generative-diffusion fashion-mnist-generative-diffusion Public

    A PyTorch implementation of a diffusion model for generating Fashion-MNIST-like digit images. The repository demonstrates both unconditional and conditional image generation, clearly showing how di…

    Python 1

  2. conditional-cat-dog-generative-latent-diffusion conditional-cat-dog-generative-latent-diffusion Public

    A PyTorch implementation of a latent diffusion model for generating cat/dog-like digit images. The repository demonstrates both unconditional and conditional image generation, clearly showing how d…

    Python

  3. Oxford-102-Flower-GAN-VAE-latent-diffusion Oxford-102-Flower-GAN-VAE-latent-diffusion Public

    A class-conditional image generation framework that combines a Variational Autoencoder (VAE) and a Denoising Diffusion Probabilistic Model (DDPM), tailored for the Oxford 102 Flowers dataset. The a…

    Python 1

  4. celebA-generative-latent-diffusion-model celebA-generative-latent-diffusion-model Public

    Advanced generative model combining VAE-GAN and conditional diffusion to create high-quality CelebA face images based on the "Smiling" attribute. Features state-of-the-art architectures with attent…

    Python

  5. model-insight-rag model-insight-rag Public

    A modular agentic Retrieval-Augmented Generation (RAG) system for managing AI model scripts, metadata, and generated images. Supports advanced querying, schema-based validation, image search, model…

    Python 1

  6. vecraft-vector-database vecraft-vector-database Public

    Vecraft is a lightweight, extensible vector database built from scratch in Python. Designed for learning and research, it supports pluggable storage, indexing, and access control. Ideal for explori…

    Python

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