LibtorchTutorials VS tensorrtx

Compare LibtorchTutorials vs tensorrtx 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
Source Code
Suggest alternative
Edit details

tensorrtx

Implementation of popular deep learning networks with TensorRT network definition API (by wang-xinyu)
Tensorrt mnasnet resnet squeezenet Yolov3 inceptionv3 mobilenetv2 mobilenetv3 yolov3-spp retinaface Yolov4 arcface Yolov5 crnn swin-transformer detr yolov7 yolov8 yolov9
Source Code
Suggest alternative
Edit details
InfluxDB - 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.
www.influxdata.com
featured
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com
featured
LibtorchTutorials tensorrtx
1 3
667 6,584
- -
0.0 8.4
over 2 years ago 6 days ago
C++ C++
Apache License 2.0 MIT License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

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.

tensorrtx

Posts with mentions or reviews of tensorrtx. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-04-06.
  • A Three-pronged Approach to Bringing ML Models Into Production
    1 project | dev.to | 6 Jul 2022
    In terms of the latter, this is quite common when employing non-standard SOTA models. You may discover a variety of TensorRT implementations on the web if you want to use popular models—for example, in the project where we needed to train an object-detection algorithm on Rutorch and deploy it on Triton, we used many cases of PyTorch -> TensorRT -> Triton. The implementation of the model on TensoRT was taken from here. You may also be interested in this repository, as it contains many current implementations supported by developers.
  • Dall-E 2
    16 projects | news.ycombinator.com | 6 Apr 2022
    I'll try them out. I have an RTX 2070, which apparently supports fp16. But it only has 8GB RAM.

    I used the instructions here to check: https://github.com/wang-xinyu/tensorrtx/blob/master/tutorial...

  • Increasing usb cam FPS with Yolov5 on a Jetson Xavier NX?
    1 project | /r/computervision | 8 Jul 2021
    Optimize your model using TensorRT. There is a good implementation here: https://github.com/wang-xinyu/tensorrtx/tree/master/yolov5

What are some alternatives?

When comparing LibtorchTutorials and tensorrtx 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.

TensorRT - NVIDIA® TensorRT™ is an SDK for high-performance deep learning inference on NVIDIA GPUs. This repository contains the open source components of TensorRT.

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.

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

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

v-diffusion-pytorch - v objective diffusion inference code for PyTorch.

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

dalle-mini - DALL·E Mini - Generate images from a text prompt

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

dalle-2-preview

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

LibtorchTutorials vs SegmentationCpp tensorrtx vs TensorRT LibtorchTutorials vs yolo-tensorrt tensorrtx vs tensorflow-yolov4-tflite LibtorchTutorials vs Drogon-torch-serve tensorrtx vs v-diffusion-pytorch LibtorchTutorials vs torchRL tensorrtx vs dalle-mini LibtorchTutorials vs muzero-cpp tensorrtx vs dalle-2-preview LibtorchTutorials vs Pytorch tensorrtx vs SegmentationCpp