Kaiwen-Zhu
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②[CVPR 2024] Low-level visual instruction tuning, with a 200K dataset and a model zoo for fine-tuned checkpoints.
④[ECCV 2024, Comparison among Multiple Images!] A study on open-ended multi-image quality comparison: a dataset, a model and a benchmark.
DepictQA: Depicted Image Quality Assessment with Vision Language Models
Pytorch Code for the paper TransWeather - CVPR 2022
PromptIR: Prompting for All-in-One Blind Image Restoration [NeurIPS 2023]
Crafting a Toolchain for Image Restoration by Deep Reinforcement Learning (CVPR 2018 Spotlight)
PyTorch implementation for All-In-One Image Restoration for Unknown Corruption (AirNet) (CVPR 2022)
General technology for enabling AI capabilities w/ LLMs and MLLMs
Towards Effective Multiple-in-One Image Restoration: A Sequential and Prompt Learning Strategy
[NeurIPS 2023 Datasets and Benchmarks Track] LAMM: Multi-Modal Large Language Models and Applications as AI Agents
👁️ 🖼️ 🔥PyTorch Toolbox for Image Quality Assessment, including LPIPS, FID, NIQE, NRQM(Ma), MUSIQ, TOPIQ, NIMA, DBCNN, BRISQUE, PI and more...
Python package to corrupt arbitrary images.
Handy image viewer based on PyQt5. Convenient for viewing and comparing :-)
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
A programming framework for agentic AI. Discord: https://aka.ms/autogen-dc. Roadmap: https://aka.ms/autogen-roadmap
Autonomous Agents (LLMs) research papers. Updated Daily.
[CVPR 2024] Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data. Foundation Model for Monocular Depth Estimation
Awesome Lists for Tenure-Track Assistant Professors and PhD students. (助理教授/博士生生存指南)
SUPIR aims at developing Practical Algorithms for Photo-Realistic Image Restoration In the Wild. Our new online demo is also released at suppixel.ai.
A PyTorch Library for Multi-Task Learning
JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf
🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming
a state-of-the-art-level open visual language model | 多模态预训练模型
GPT4 based personalized ArXiv paper assistant bot
An Autonomous LLM Agent for Complex Task Solving
A Flexible and Unified Image Restoration Framework (PyTorch), including state-of-the-art image restoration model. Such as NAFNet, Restormer, MPRNet, MIMO-UNet, SCUNet, SwinIR, HINet, etc. ⭐⭐⭐⭐⭐⭐
CVPR2023 - Activating More Pixels in Image Super-Resolution Transformer Arxiv - HAT: Hybrid Attention Transformer for Image Restoration