Lists (30)
3D Reconstruction
domain adaptation
facial image processing
GAN
model compression
object detection
pose estimation
segmentation
tabular data 面板数据
time series
video processing
会议论文集
其他
医疗AI
医疗影像分析、基于AI的医疗问题等各种教程、图书、博客
Tutorials图像翻译
图像超清
super-resolution大模型
小样本问题
small sample, few-shot, zero-shot, etc.扩散模型
diffusion models数据集
智慧气象
标准化流
Normalizing flow流匹配
Flow Matching物理引导的机器学习
PINN等生成模型
网络架构
所有关于CNN、Transformer、Mamba等网络架构的内容自监督学习
self-supervised learning遥感影像分析
remote sensing imaging重要工具
Stars
A latent text-to-image diffusion model
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
《开源大模型食用指南》针对中国宝宝量身打造的基于Linux环境快速微调（全参数/Lora）、部署国内外开源大模型（LLM）/多模态大模型（MLLM）教程
Learn OpenCV : C++ and Python Examples
深度学习入门教程, 优秀文章, Deep Learning Tutorial
《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases
AISystem 主要是指AI系统，包括AI芯片、AI编译器、AI推理和训练框架等AI全栈底层技术
FinRL®: Financial Reinforcement Learning. 🔥
High-Resolution Image Synthesis with Latent Diffusion Models
This repository contains demos I made with the Transformers library by HuggingFace.
Code release for NeRF (Neural Radiance Fields)
My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(2000+页)和视频链接
FaceChain is a deep-learning toolchain for generating your Digital-Twin.
[NeurIPS 2024 Best Paper Award][GPT beats diffusion🔥] [scaling laws in visual generation📈] Official impl. of "Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction". A…
Using Low-rank adaptation to quickly fine-tune diffusion models.
Taming Transformers for High-Resolution Image Synthesis
The Udacity open source self-driving car project
Jupyter notebooks for the Natural Language Processing with Transformers book
SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
Materials for the Hugging Face Diffusion Models Course
中文nlp解决方案(大模型、数据、模型、训练、推理)
Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2023
This is code of book "Learn Deep Learning with PyTorch"
Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
EfficientSAM: Leveraged Masked Image Pretraining for Efficient Segment Anything
⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SFT etc.
PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)