Top 13 C++ object-detection Projects

jetson-inference

11 7,369 7.7 C++

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

5 2,724 7.5 C++

⚡️An Easy-to-use and Fast Deep Learning Model Deployment Toolkit for ☁️Cloud 📱Mobile and 📹Edge. Including Image, Video, Text and Audio 20+ main stream scenarios and 150+ SOTA models with end-to-end optimization, multi-platform and multi-framework support.

Project mention: Testing YOLO on Orange Pi 5 | /r/OrangePI | 2023-07-09

InfluxDB

www.influxdata.com featured

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
deepdetect

4 2,499 6.7 C++

Deep Learning API and Server in C++14 support for Caffe, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE

Project mention: Exploring Open-Source Alternatives to Landing AI for Robust MLOps | dev.to | 2023-12-13

For those seeking a lightweight solution for setting up deep learning REST APIs across platforms without the complexity of Kubernetes, Deepdetect is worth considering.

tensorRT_Pro

1 2,400 3.1 C++

C++ library based on tensorrt integration
darknet_ros

4 2,092 0.0 C++

YOLO ROS: Real-Time Object Detection for ROS
PreciseRoIPooling

1 764 0.0 C++

Precise RoI Pooling with coordinate gradient support, proposed in the paper "Acquisition of Localization Confidence for Accurate Object Detection" (https://arxiv.org/abs/1807.11590).
zed-sdk

1 715 5.7 C++

⚡️The spatial perception framework for rapidly building smart robots and spaces
SaaSHub

www.saashub.com featured

SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
deeplabel

1 204 1.8 C++

A cross-platform desktop image annotation tool for machine learning
zed-ros2-wrapper

1 133 8.2 C++

ROS 2 wrapper for the ZED SDK
Daisykit

1 95 6.7 C++

Daisykit is an easy AI toolkit with face mask detection, pose detection, background matting, barcode detection, and more. With Daisykit, you don't need AI knowledge to build AI software.
YOLOv4-Tiny-in-UnityCG-HLSL

1 56 1.8 C++

A modern object detector inside fragment shaders
fmo-cpp-demo

1 52 2.6 C++

Fast Moving Objects Detection (demo version)
yolo_annotation_tool

1 46 10.0 C++

Annotation tool for YOLO in opencv

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++ object-detection related posts

Resources for obstacle avoidance

2 projects | /r/ROS | 25 Apr 2023
Anybody building ML models in C++?

3 projects | /r/cpp_questions | 21 Mar 2023
Yolo in ROS

1 project | /r/computervision | 25 Aug 2022
Yolo in ROS

1 project | /r/ROS | 25 Aug 2022
Implement IoUNet based on MMDetection

2 projects | /r/computervision | 9 Aug 2021
I recreated YOLOv4 Tiny (Fast object detector) from scratch in a shader for VR

1 project | /r/Unity3D | 8 Apr 2021
A note from our sponsor - InfluxDB
www.influxdata.com | 10 May 2024

Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality. Learn more →

Index

What are some of the best open-source object-detection projects in C++? This list will help you:

	Project	Stars
1	jetson-inference	7,369
2	FastDeploy	2,724
3	deepdetect	2,499
4	tensorRT_Pro	2,400
5	darknet_ros	2,092
6	PreciseRoIPooling	764
7	zed-sdk	715
8	deeplabel	204
9	zed-ros2-wrapper	133
10	Daisykit	95
11	YOLOv4-Tiny-in-UnityCG-HLSL	56
12	fmo-cpp-demo	52
13	yolo_annotation_tool	46