Skip to main content

Fast Use Computer Vision Tools

Project description

# cvnet Build Model for Computer Vision(CV) Neural Network.

## 图像分类

## 图像分割

  • 语义分割

  • 实例分割

  • 全景分割

### 技术演化路径

  1. 2010年前,传统分割:1)边缘检测;2)遗传算法

  2. 2010-2015年,机器学习:1)随机森林;2)支持向量机

  3. 2015年后,深度学习:1)经典分割算法:FCN, U-Net, SegNet, DeepLab; 2)实时分割算法:ENet, LinkNet, BiSeNet, DFANet, Light-Weight RefineNet; 3)RGB-D分割算法:RedNet, RDFNet

### Networks implemented

#### Upcoming

### DataLoaders implemented

### Demo

  1. demo site: https://www.remove.bg/upload

  2. 演示效果:

demo1:

<img src=”./docs/7.jpg” width=”600” />

remove background:

<img src=”./docs/7-removebg-preview.png” width=”600” />

demo2:

<img src=”./docs/red_car.png” width=”600” />

remove background:

<img src=”./docs/red_car-removebg-preview.png” width=”600” />

# Reference 1. [ClassyVision](https://github.com/facebookresearch/ClassyVision) 2. [Deep-Learning-Project-Template](https://github.com/L1aoXingyu/Deep-Learning-Project-Template) 3. [pytorch-semseg](https://github.com/meetshah1995/pytorch-semseg) 4. [torchcv](https://github.com/donnyyou/torchcv) 5. [pytorch-cnn-finetune](https://github.com/creafz/pytorch-cnn-finetune) 6. [PaddleOCR](https://github.com/PaddlePaddle/PaddleOCR)

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

cvnet-0.1.1.tar.gz (96.8 kB view details)

Uploaded Source

File details

Details for the file cvnet-0.1.1.tar.gz.

File metadata

  • Download URL: cvnet-0.1.1.tar.gz
  • Upload date:
  • Size: 96.8 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: Python-urllib/3.7

File hashes

Hashes for cvnet-0.1.1.tar.gz
Algorithm Hash digest
SHA256 cddf34d136fef4f2cddf268c29f75e708914a2d642c27e7b5f86ef3103c14aa4
MD5 7043d50846780aa874de4a553f04516a
BLAKE2b-256 d0eec2021baf48eabddfc5aa2acc71fbba5df02bd2e17b3ff21689736fda1253

See more details on using hashes here.

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page