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Top 23 C++ Computer Vision Projects
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openpose
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
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AirSim
Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research
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MaaAssistantArknights
《明日方舟》小助手，全日常一键长草！| A one-click tool for the daily tasks of Arknights, supporting all clients.
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SaaSHub
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OpenFrameworks
openFrameworks is a community-developed cross platform toolkit for creative coding in C++.
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jetson-inference
Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.
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OpenMVG (open Multiple View Geometry)
open Multiple View Geometry library. Basis for 3D computer vision and Structure from Motion.
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CV-CUDA
CV-CUDA™ is an open-source, GPU accelerated library for cloud-scale image processing and computer vision.
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bgslibrary
A C++ Background Subtraction Library with wrappers for Python, MATLAB, Java and GUI on QT
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pydensecrf
Python wrapper to Philipp Krähenbühl's dense (fully connected) CRFs with gaussian edge potentials.
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Open the camera feed — and use the OpenCV library for real-time computer vision processing
Project mention: AI "Artists" Are Lazy, and the Ultimate Goal of AI Image Generation (hint: its sloth) | /r/ArtistHate | 2023-11-25Open Pose, a multi-person keypoint detection library for body, face, hands, and foot estimation [10], is used for posing generated characters;
mediapipe/docs/solutions/pose.md at master · google/mediapipe · GitHub
Project mention: Modern Image Processing Algorithms Implementation in C | news.ycombinator.com | 2023-06-06
Project mention: Tesla braces for its first trial involving Autopilot fatality | news.ycombinator.com | 2023-08-28
Not exactly VJ, but could be used for it. https://openframeworks.cc
Project mention: Magic123: One Image to High-Quality 3D Object Generation | news.ycombinator.com | 2023-08-03
I can't reply to the guy saying julia is the only one. But there are others.
Ceres uses dual numbers
https://github.com/ceres-solver/ceres-solver/blob/master/inc...
This library from google is used everywhere in robotics, so it's hardly some backwater little side project.
So does c++ autodiff
Project mention: Robotics Simulation - Bridging the Gap Between Virtual and Real Worlds | dev.to | 2023-09-28Open Robotics Resources - Provides guides and documentation for robotics simulation.
Project mention: Nvidia Is Now More Valuable Than Amazon and Google | news.ycombinator.com | 2024-02-12A lot of projects have trouble moving off of Nvidia's proprietary CUDA platform. An example is this [1] ML repo, the issue has been open for years...
[1] https://github.com/alicevision/AliceVision/issues/439
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
C++ Computer Vision related posts
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FridgeBot — GPT-4o shopping list automation
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การจำแนกสายพันธุ์มะม่วง โดยใช้ Visual Geometry Group 16 (VGG16) ใน Python
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Nvidia Is Now More Valuable Than Amazon and Google
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Opencv-Python adds support for Pathlike objects
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Tips for making an Object Tracking Dataset
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OpenCV calls for help
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Image segmentation in huggingface
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A note from our sponsor - InfluxDB
www.influxdata.com | 30 May 2024
Index
What are some of the best open-source Computer Vision projects in C++? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | OpenCV | 76,212 |
| 2 | openpose | 30,125 |
| 3 | mediapipe | 25,752 |
| 4 | AirSim | 15,938 |
| 5 | Dlib | 13,096 |
| 6 | MaaAssistantArknights | 12,215 |
| 7 | carla | 10,628 |
| 8 | OpenFrameworks | 9,803 |
| 9 | PCL | 9,546 |
| 10 | jetson-inference | 7,437 |
| 11 | librealsense | 7,319 |
| 12 | colmap | 6,905 |
| 13 | openvino | 6,072 |
| 14 | OpenMVG (open Multiple View Geometry) | 5,517 |
| 15 | ceres-solver | 3,646 |
| 16 | webots | 3,050 |
| 17 | AliceVision | 2,860 |
| 18 | self-driving-car | 2,690 |
| 19 | habitat-sim | 2,396 |
| 20 | CV-CUDA | 2,216 |
| 21 | bgslibrary | 2,173 |
| 22 | darknet_ros | 2,101 |
| 23 | pydensecrf | 1,922 |
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