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66 stars written in C++
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Open Source Computer Vision Library

C++ 79,989 55,927 Updated Jan 9, 2025

ncnn is a high-performance neural network inference framework optimized for the mobile platform

C++ 20,775 4,191 Updated Jan 7, 2025

Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.

C++ 8,033 3,001 Updated Oct 16, 2024

COLMAP - Structure-from-Motion and Multi-View Stereo

C++ 7,999 1,560 Updated Jan 6, 2025

ORB-SLAM3: An Accurate Open-Source Library for Visual, Visual-Inertial and Multi-Map SLAM

C++ 6,792 2,594 Updated Jul 24, 2024

open Multiple View Geometry library. Basis for 3D computer vision and Structure from Motion.

C++ 5,819 1,680 Updated Nov 23, 2024

A Robust and Versatile Monocular Visual-Inertial State Estimator

C++ 5,127 2,116 Updated Aug 14, 2024

ArrayFire: a general purpose GPU library.

C++ 4,598 536 Updated Jan 8, 2025

The Kalibr visual-inertial calibration toolbox

C++ 4,508 1,417 Updated Mar 30, 2024

A large scale non-linear optimization library

C++ 3,940 1,049 Updated Dec 17, 2024

An optimization-based multi-sensor state estimator

C++ 3,631 1,419 Updated May 23, 2024

Tutorial for the Vulkan graphics and compute API

C++ 3,242 529 Updated Nov 8, 2024

ONNX-TensorRT: TensorRT backend for ONNX

C++ 2,990 546 Updated Dec 3, 2024

The Compute Library is a set of computer vision and machine learning functions optimised for both Arm CPUs and GPUs using SIMD technologies.

C++ 2,898 783 Updated Dec 19, 2024

GTSAM is a library of C++ classes that implement smoothing and mapping (SAM) in robotics and vision, using factor graphs and Bayes networks as the underlying computing paradigm rather than sparse m…

C++ 2,692 782 Updated Jan 9, 2025

Pangolin is a lightweight portable rapid development library for managing OpenGL display / interaction and abstracting video input.

C++ 2,416 857 Updated Dec 17, 2024

The most complete DDS - Proven: Plenty of success cases. Looking for commercial support? Contact [email protected]

C++ 2,266 788 Updated Jan 9, 2025

An open source platform for visual-inertial navigation research.

C++ 2,261 667 Updated Jan 6, 2025

C++ image processing and machine learning library with using of SIMD: SSE, AVX, AVX-512, AMX for x86/x64, NEON for ARM.

C++ 2,092 419 Updated Jan 9, 2025

Robust Stereo Visual Inertial Odometry for Fast Autonomous Flight

C++ 1,755 603 Updated Nov 22, 2023

Pyramid Scene Parsing Network, CVPR2017.

C++ 1,601 545 Updated Apr 15, 2022

NVIDIA DeepStream SDK 7.1 / 7.0 / 6.4 / 6.3 / 6.2 / 6.1.1 / 6.1 / 6.0.1 / 6.0 / 5.1 implementation for YOLO models

C++ 1,548 369 Updated Dec 6, 2024

A translator from Intel SSE intrinsics to Arm/Aarch64 NEON implementation

C++ 1,330 212 Updated Jan 6, 2025

Samples for TensorRT/Deepstream for Tesla & Jetson

C++ 1,163 350 Updated Dec 6, 2024
C++ 1,151 511 Updated Jan 10, 2024

SGM,立体匹配StereoMatching最经典应用最广泛算法,4000+引用,兼顾效率和效果。完整实现,代码规范,注释清晰,博客教学,欢迎star!

C++ 1,104 224 Updated Apr 20, 2021

Tuned OpenCL BLAS

C++ 1,070 201 Updated Nov 8, 2024

This software (CMVS) takes the output of a structure-from-motion (SfM) software as input, then decomposes the input images into a set of image clusters of managable size. An MVS software can be use…

C++ 948 461 Updated Dec 13, 2019

A lightweight, accurate and robust monocular visual inertial odometry based on Multi-State Constraint Kalman Filter.

C++ 742 158 Updated Apr 10, 2024

🔀 Neural Network (NN) Streamer, Stream Processing Paradigm for Neural Network Apps/Devices.

C++ 724 171 Updated Jan 7, 2025
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