Popular GitHub Repositories for Mean Opinion Score

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

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

A collection of resources and papers on Diffusion Models

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

mean Average Precision - This code evaluates the performance of your neural net for object recognition.

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)

Baidu's open-source Sentiment Analysis System.

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)

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

A multi-agent system implemented from scratch: dedicated to building a concise and versatile public opinion analysis platform. 从0实现的多智能体系统：致力于打造简洁通用的舆情分析平台

"Deep Generative Modeling": Introductory Examples

High-fidelity performance metrics for generative models in PyTorch

Object Detection Metrics. 14 object detection metrics: mean Average Precision (mAP), Average Recall (AR), Spatio-Temporal Tube Average Precision (STT-AP). This project supports different bounding box formats as in COCO, PASCAL, Imagenet, etc.

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

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