Yiwen Liu's Projects
PyTorch code for BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation
Bullet Physics SDK: real-time collision detection and multi-physics simulation for VR, games, visual effects, robotics, machine learning etc.
:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计
Implementation of the DeepVesselNet deep learning network
Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data. Foundation Model for Monocular Depth Estimation
Depth-aware CNN for RGB-D Segmentation, ECCV 2018
🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch
Pytorch implementation of "Diversified in-domain synthesis with efficient fine-tuning for few-shot classification"
code implementation of GraspGPT and FoundationGrasp
[CVPR 2023 Highlight] The Official Code for High-Frequency Stereo Matching Network
[CVPR 2023] Iterative Geometry Encoding Volume for Stereo Matching and Multi-View Stereo
[CVPR 2024] Self-Discovering Interpretable Diffusion Latent Directions for Responsible Text-to-Image Generation
Linux 101 学生课程教材与讲义
[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.
Recent LLM-based CV and related works. Welcome to comment/contribute!
Implementing a ChatGPT-like LLM from scratch, step by step
A Chinese edition of the Not So Short Introduction to LaTeX2ε
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
MobileVLM: A Fast, Strong and Open Vision Language Assistant for Mobile Devices
A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.
Open Source Computer Vision Library
OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning
Unified framework for robot learning built on NVIDIA Isaac Sim
Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc.
A complete Pixel2Mesh implementation in PyTorch