Giter VIP home page Giter VIP logo

kaggle-birdclef2023-finished's Introduction

Kaggle-birdCLEF2023-finished

kaggle竞赛的birdclef2023已完结,小记首次参加kaggle,成绩为9%,bronze medal

数据集可以从官网下载,但是由于我对数据集做了一些修改这里附上数据集链接 百度网盘的文件大小限制,本穷逼只能将数据集拆成两份,解压后将train_audio.rar中的文件放到kaggle-input(对应根目录下kaggle中的input)中的对应位置,kaggle-input在本项目的kaggle文件夹下。

train_audio.rar 链接:https://pan.baidu.com/s/1Gt-ybpkdFLpYviv_OZKAgw?pwd=1111

kaggle-input.rar 链接:https://pan.baidu.com/s/1lY5g_SAVM97YbrUyg5EJPQ?pwd=1111

噪声数据(对应根目录下input): input.rar 链接:https://pan.baidu.com/s/1DAh7KveExq5iMLfALw8OuA?pwd=1111

训练好的模型: upsample40.rar 链接:https://pan.baidu.com/s/1mSGM9rMtznuCAF-JiidvEw?pwd=1111

2060还是不行,做迁移训练比较困难,前面的预训练有六十多G的音频,预训练就直接用的去年birdCLEF2022的模型的参数作为预训练模型,将卷积层全部冻结,训练线性层和attention层(万不得已,由于这一层也有鸟类种类), 勉强拿了9%,如果时间和算力足够的情况下我也会试一试不冻结卷积层,当然预期效果估计不行, 就这样,明年比赛加油

kaggle-birdclef2023-finished's People

Contributors

laoniandisko 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.