Giter VIP home page Giter VIP logo

agegender's Introduction

年龄性别分类器

年龄性别分类

使用OUI-Adience dataset,预训练的Resnet50和MobilenetV3模型

最终精度:性别96.94%,年龄78.79% (resnet50);性别96.12%,年龄82.12% (mobilenet_v3)

MobilenetV3实现源自pytorch-image-models

预训练模型:

  • resnet50: to-be-published
  • mobilenetv3: link

模型输入图像大小224x224,输出age_logits (bs x 8), gender_logits (bs x 3) age logits——0-2, 3-6, 8-13, 15-20, 22-32, 34-43, 45-53, 55-100的8组中每组的图像概率

agegender's People

Contributors

jingxianke avatar

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.