Popular GitHub Repositories for Fid Score

? Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch and FLAX.

A collection of resources and papers on Diffusion Models

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.

Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-CAM)

PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)

BERT score for text generation

Official code for "DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps" (Neurips 2022 Oral)

Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

ProlificDreamer: High-Fidelity and Diverse Text-to-3D Generation with Variational Score Distillation (NeurIPS 2023 Spotlight)

Measures and metrics for image2image tasks. PyTorch.

Evaluation code for various unsupervised automated metrics for Natural Language Generation.

"Deep Generative Modeling": Introductory Examples

PyTorch implementation for SDEdit: Image Synthesis and Editing with Stochastic Differential Equations

High-fidelity performance metrics for generative models in PyTorch

Using artificial intelligence and genetic algorithms to automatically write programs. Tutorial: http://www.primaryobjects.com/cms/article149

PyTorch - FID calculation with proper image resizing and quantization steps [CVPR 2022]

Summary of key papers and blogs about diffusion models to learn about the topic. Detailed list of all published diffusion robotics papers.