Giter VIP home page Giter VIP logo

mobilenetv2-1's Introduction

MobileNet V2 with Tensorflow

论文链接 https://arxiv.org/abs/1801.04381

Task1 classification

  1. 制作tfrecord文件

    训练图片及类别标签组织为train_data.txt的形式,每一行表示一个样本及其标签,用空格或Tab隔开.

    run python convert2tf.py [--options] 生成tfrecord文件。 (同时会打印数据集样本的格式'num_samples', 训练时需要输入该参数)

  2. 训练

    run python main.py --epoch 10 --dataset_dir ./tfrecords --n_classes 10 --batch_size 4 --num_samples 20000 [--options]启动训练. 注意更改参数

  3. test/infer

    测试时需要指定--no_train,如: python main.py --n_classe 10 --no_train

Task2 detection

TODO

Task3 segmentation

TODO

mobilenetv2-1's People

Watchers

James Cloos 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.