yuefanhao

gaussian-splatting

Original reference implementation of "3D Gaussian Splatting for Real-Time Radiance Field Rendering"

Sparse-Depth-Completion

Predict dense depth maps from sparse and noisy LiDAR frames guided by RGB images. (Ranked 1st place on KITTI) [MVA 2019]

VLM_survey

Collection of AWESOME vision-language models for vision tasks

DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

accelerate

🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

trl

Train transformer language models with reinforcement learning.

SIFT

基于C++的基本库实现了SIFT特征提取与匹配, 无需调用如OpenCV的库函数. 从实现细节的角度介绍了SIFT算法流程. 代码很大程度地基于ezSIFT代码, 用于自学和理解SIFT算法.

ezflow

A modular PyTorch library for optical flow estimation using neural networks

NeuFlow_v2

sort-cpp

C++ port of Simple online and realtime tracking(SORT)

InternVL

[CVPR 2024 Oral] InternVL Family: A Pioneering Open-Source Alternative to GPT-4o. 接近GPT-4o表现的开源多模态对话模型

CrowdFlow

Optical Flow Dataset and Benchmark for Visual Crowd Analysis

Llama-Chinese

Llama中文社区，Llama3在线体验和微调模型已开放，实时汇总最新Llama3学习资料，已将所有代码更新适配Llama3，构建最好的中文Llama大模型，完全开源可商用

RealFlow

The official implementation of the ECCV 2022 Oral paper: RealFlow: EM-based Realistic Optical Flow Dataset Generation from Videos

MPI-Flow

Official Code of "[ICCV 2023] MPI-Flow: Learning Realistic Optical Flow with Multiplane Images"

opticalflow-autoflow

infinigen

Infinite Photorealistic Worlds using Procedural Generation

kubric

A data generation pipeline for creating semi-realistic synthetic multi-object videos with rich annotations such as instance segmentation masks, depth maps, and optical flow.

PID

Code for PID: Physics-Informed Diffusion Model for Infrared Image Generation

convnext-depoly

lightning-hydra-template

PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡

locotrack

Official implementation of "Local All-Pair Correspondence for Point Tracking" (ECCV 2024)

fastMCD

implementation of the paper "Detection of Moving Objects with Non-stationary Cameras in 5.8ms: Bringing Motion Detection to Your Mobile Device", CVPRW13

DecoMotion

[ECCV 2024] Decomposition Betters Tracking Everything Everywhere

PESMOD

UAV images dataset for moving object detection

VISO

[IEEE TGRS 2021] Detecting and Tracking Small and Dense Moving Objects in Satellite Videos: A Benchmark

tartanair_tools

TartanAir dataset tools and samples

MemFlow

[CVPR 2024] MemFlow: Optical Flow Estimation and Prediction with Memory

SEA-RAFT

[ECCV2024 - Oral, Best Paper Award Candidate] SEA-RAFT: Simple, Efficient, Accurate RAFT for Optical Flow