Top 10 C++ object-detection Projects
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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.
Project mention: help with project involving object detection and tracking with camera | reddit.com/r/JetsonNano | 2022-06-18 -
deepdetect
Deep Learning API and Server in C++14 support for Caffe, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE
But you need to have good reasons to do it. Ours is that we have a multi-backend framework, and that we don't want any step in between dev & run. C++ allows for this since the same code can run on training server and edge device as needed. It also allows for building full AI applicatioms with great performances (e g. real time) We dev & use https://github.com/jolibrain/deepdetect for these purposes and it serves us very well, but it's not the faint of heart !
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InfluxDB
Build time-series-based applications quickly and at scale.. InfluxDB is the Time Series Platform where developers build real-time applications for analytics, IoT and cloud-native services. Easy to start, it is available in the cloud or on-premises.
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You are using „darknet_ros“ package. That information probably belongs in the post. I do not have experience with that package. You should look into your logfile and try debug why it is shutting down. If you have further problems with the package. You should try to open a issue on GitHub. https://github.com/leggedrobotics/darknet_ros
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Project mention: I applaud my Chinese brothers and sisters, but I'm half scared I'll get left behind within 10 years | reddit.com/r/datascience | 2022-08-25
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FastDeploy
⚡️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: Github-Paddle.js: Run AI models on browsers for computer version. | reddit.com/r/learnjavascript | 2022-11-24Refer to this link(https://github.com/PaddlePaddle/FastDeploy/blob/develop/examples/application/js/WebDemo_en.md) for examples and tutorials.
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PreciseRoIPooling
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).
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Sonar
Write Clean C++ Code. Always.. Sonar helps you commit clean C++ code every time. With over 550 unique rules to find C++ bugs, code smells & vulnerabilities, Sonar finds the issues while you focus on the work.
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Project mention: [Discussion] Object Detection annotation in YOLO format | reddit.com/r/MachineLearning | 2022-09-25
You can try this https://github.com/2vin/yolo_annotation_tool
C++ object-detection related posts
Index
What are some of the best open-source object-detection projects in C++? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | jetson-inference | 6,078 |
| 2 | deepdetect | 2,425 |
| 3 | darknet_ros | 1,733 |
| 4 | tensorRT_Pro | 1,511 |
| 5 | FastDeploy | 1,425 |
| 6 | PreciseRoIPooling | 757 |
| 7 | deeplabel | 182 |
| 8 | YOLOv4-Tiny-in-UnityCG-HLSL | 47 |
| 9 | fmo-cpp-demo | 41 |
| 10 | yolo_annotation_tool | 30 |
