# LibtorchTutorials

**Repository Path**: jalen_shijie/LibtorchTutorials

## Basic Information

- **Project Name**: LibtorchTutorials
- **Description**: This is a code repository for pytorch c++ (or libtorch) tutorial.
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2021-06-16
- **Last Updated**: 2021-06-16

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

## Description
This is a code repository for libtorch tutorials, which contains lessons for utilizing libtorh (or pytorch c++).

## Environment
- Win10
- Libtorch 1.7
- Opencv 4.5
- CUDA 10.2 && CUDNN
- Qt creator or Visual studio

## Table of contents
- [Environment setting](https://github.com/AllentDan/LibtorchTutorials/tree/master/lesson1-Environment)
- [Tensor operations](https://github.com/AllentDan/LibtorchTutorials/tree/master/lesson2-TensorOperations)
- [Basic models](https://github.com/AllentDan/LibtorchTutorials/tree/master/lesson3-BasicModels)
- [Dataset utilization](https://github.com/AllentDan/LibtorchTutorials/tree/master/lesson4-DatasetUtilization)
- [Training VGG model](https://github.com/AllentDan/LibtorchTutorials/tree/master/lesson5-TrainingVGG)
- [Training U-Net model](https://github.com/AllentDan/LibtorchTutorials/tree/master/lesson6-Segmentation)

## Todo
- Objects detection task. YOLO5.