yolo-tensorrt VS LibtorchTutorials

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

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

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 LibtorchTutorials
2 1
1,166 667
- -
1.1 0.0
about 1 year ago over 2 years ago
C++ C++
MIT License Apache License 2.0
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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.

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.

What are some alternatives?

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

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

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

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

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

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

crop - Character Recognition Of Plates using yolov5

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

jetson-ffmpeg - ffmpeg support on jetson nano

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

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

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

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