LibtorchTutorials VS yolo-tensorrt

Compare LibtorchTutorials vs yolo-tensorrt and see what are their differences.

LibtorchTutorials

This is a code repository for pytorch c++ (or libtorch) tutorial. (by AllentDan)
pytorch-cpp libtorch Classification Segmentation CPP Unet vgg resnet Yolov4 yolov4-tiny Pytorch tutorial-code
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yolo-tensorrt

TensorRT8.Support Yolov5n,s,m,l,x .darknet -> tensorrt. Yolov4 Yolov3 use raw darknet *.weights and *.cfg fils. If the wrapper is useful to you,please Star it. (by enazoe)
yolov4-tiny yolov5s yolov5m yolov5l yolov5x Yolov3 yolov3-tiny darknet jetson-xavier-nx Jetson Yolov4 Yolov5 l4t weights yolo-tensorrt
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LibtorchTutorials yolo-tensorrt
1 2
667 1,166
- -
0.0 1.1
over 2 years ago about 1 year ago
C++ C++
Apache License 2.0 MIT License
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LibtorchTutorials

Posts with mentions or reviews of LibtorchTutorials. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-02-23.

yolo-tensorrt

Posts with mentions or reviews of yolo-tensorrt. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-04-29.
  • Using Yolov5 with ROS
    1 project | /r/ROS | 4 Mar 2022
    I don’t know whether that really solves you problem, but I can tell you how to integrate yolov5 in ros. With this repo: https://github.com/enazoe/yolo-tensorrt you can build a simple ros node around their samples cpp file. This can then subscribe and use ROS images by converting them to cv::Mat using the ros cv_bridge.
  • Real-time Object Detection on Jetson Nano
    2 projects | /r/computervision | 29 Apr 2021
    yep, i tried the tensorrt implementation (https://github.com/enazoe/yolo-tensorrt), on Jetson TX1, with FP16 prevision and it runs YOLOv4 at ~10FPS Had also tried v3 which ran a bit faster, but changed to v4 for the gains in accuracy.

What are some alternatives?

When comparing LibtorchTutorials and yolo-tensorrt you can also consider the following projects:

SegmentationCpp - A c++ trainable semantic segmentation library based on libtorch (pytorch c++). Backbone: VGG, ResNet, ResNext. Architecture: FPN, U-Net, PAN, LinkNet, PSPNet, DeepLab-V3, DeepLab-V3+ by now.

yolov5 - YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

Drogon-torch-serve - Serve pytorch / torch models using Drogon

yolov5-deepsort-tensorrt - A c++ implementation of yolov5 and deepsort

tensorrtx - Implementation of popular deep learning networks with TensorRT network definition API

tensorflow-yolov4-tflite - YOLOv4, YOLOv4-tiny, YOLOv3, YOLOv3-tiny Implemented in Tensorflow 2.0, Android. Convert YOLO v4 .weights tensorflow, tensorrt and tflite

torchRL - TorchRL is a C++ reinforcement library using PyTorch C++ backend LibTorch

crop - Character Recognition Of Plates using yolov5

muzero-cpp - A C++ pytorch implementation of MuZero

jetson-ffmpeg - ffmpeg support on jetson nano

Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration

JetsonGPIO - A C++ library that enables the use of Jetson's GPIOs

LibtorchTutorials vs SegmentationCpp yolo-tensorrt vs yolov5 LibtorchTutorials vs Drogon-torch-serve yolo-tensorrt vs yolov5-deepsort-tensorrt LibtorchTutorials vs tensorrtx yolo-tensorrt vs tensorflow-yolov4-tflite LibtorchTutorials vs torchRL yolo-tensorrt vs crop LibtorchTutorials vs muzero-cpp yolo-tensorrt vs jetson-ffmpeg LibtorchTutorials vs Pytorch yolo-tensorrt vs JetsonGPIO