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use c++ train yolov5

LibTorch-YoLoV5-train-detection use c++ train yolov5 Just for learning!!! Just for learning!!! Just for learning!!! Dependencies Windows10 Qt5.1
Information
Category: C/C++ / Machine Learning
Watchers: 1
Star: 4
Fork: 1
Last update: Dec 29, 2021
Resource links
https://github.com/jedi007/LibTorch-YoLoV5-train-detection

LibTorch-YoLoV5-train-detection

use c++ train yolov5

 Just for learning!!!
 Just for learning!!!
 Just for learning!!!

Dependencies

 Windows10
 Qt5.13.2(kit MSVC2017 64bit)
 CUDA 11.1
 OpenCV 4.5.2
 LibTorch 1.8.2

SetUp

 1. take your libtorch/opencv *.dll files to "./bin/realease" or "./bin/debug"
 2. uncheck "Shadow build" in QtCreator
 3. get TorchScript pt file from  https://github.com/ultralytics/yolov5/export.py 
    or my release version： https://github.com/jedi007/LibTorch-YoLoV5-train-detection/releases/download/yolov5s.torchscript.cuda.unfuse.pt/yolov5s.torchscript.cuda.unfuse.zip
    Be careful the TorchScript pt file must export as "fuse=False"

References

 https://github.com/ultralytics/yolov5
 https://github.com/yasenh/libtorch-yolov5

Contents

    zhiqwang Yet another yolov5, with its runtime stack for libtorch, onnx and specialized accelerators. You like torchvision's retinanet? You like yolov5? You love yolov5rt!
    Gumpest YOLOv5 Series Multi-backbone(TPH-YOLOv5, Ghostnet), Pruning and quantization Compression Tool Box.
    ppogg shufflev2-yolov5: lighter, faster and easier to deploy.
    ppogg YOLOv5-Lite: lighter, faster and easier to deploy.
    GuoQuanhao YOLOv5🚀 reproduction by Guo Quanhao using PaddlePaddle
    idealo Workflow that shows how to train neural networks on EC2 instances with GPU support and compares training times to CPUs
    sunnyden YOLOv5 C++ Implementation on Android using NCNN framework
    CVUsers Yolov5 real time smoke detection system
    mikel-brostrom Yolov5 + Deep Sort with PyTorch - Real-time multi-person tracker using YOLO v5 and deep sort
    Mazhichaoruya Perception of Autonomous mobile robot,Using ROS,rs-lidar-16,By SLAM,Object Detection with Yolov5 Based DNN
    Okery A PyTorch implementation of YOLOv5
    nihui The YOLOv5 object detection android example
    wuzhihao7788 reproduce the YOLO series of papers in pytorch, including YOLOv4, PP-YOLO, YOLOv5，YOLOv3, etc.
    yasenh A LibTorch inference implementation of the yolov5
    BossZard rotation detection based on yolov5
    louisoutin Torchserve server using a YoloV5 model running on docker with GPU and static batch inference to perform production ready inference.
    gengyanlei reflective-clothes-detect-dataset、helemet detection yolov5、工作服(反光衣)检测数据集、安全帽检测、施工人员穿戴检测
    XinzeLee This repository is based on Ultralytics/yolov5, with adjustments to enable polygon prediction boxes.
    pooya-mohammadi Visualizing Yolov5's layers using GradCam
    MAILAB-Yonsei Capsule endoscopy detection DACON challenge
    MichaelRomeroJr Anonymize people in images and videos using yolov5-crowdhuman.
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