# 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
没有合适的资源?快使用搜索试试~ 我知道了~
kaggle竞赛的birdclef2023已完结,小记首次参加kaggle,成绩为9%,bronze medal.zip
共380个文件
laptop-iqoq5o8e:302个
py:29个
pyc:20个
需积分: 5 0 下载量 179 浏览量
2024-01-15
16:15:44
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大学生参加学科竞赛有着诸多好处,不仅有助于个人综合素质的提升,还能为未来职业发展奠定良好基础。以下是一些分析: 首先,学科竞赛是提高专业知识和技能水平的有效途径。通过参与竞赛,学生不仅能够深入学习相关专业知识,还能够接触到最新的科研成果和技术发展趋势。这有助于拓展学生的学科视野,使其对专业领域有更深刻的理解。在竞赛过程中,学生通常需要解决实际问题,这锻炼了他们独立思考和解决问题的能力。 其次,学科竞赛培养了学生的团队合作精神。许多竞赛项目需要团队协作来完成,这促使学生学会有效地与他人合作、协调分工。在团队合作中,学生们能够学到如何有效沟通、共同制定目标和分工合作,这对于日后进入职场具有重要意义。 此外,学科竞赛是提高学生综合能力的一种途径。竞赛项目通常会涉及到理论知识、实际操作和创新思维等多个方面,要求参赛者具备全面的素质。在竞赛过程中,学生不仅需要展现自己的专业知识,还需要具备创新意识和解决问题的能力。这种全面的综合能力培养对于未来从事各类职业都具有积极作用。 此外,学科竞赛可以为学生提供展示自我、树立信心的机会。通过比赛的舞台,学生有机会展现自己在专业领域的优势,得到他人的认可和赞誉。这对于培养学生的自信心和自我价值感非常重要,有助于他们更加积极主动地投入学习和未来的职业生涯。 最后,学科竞赛对于个人职业发展具有积极的助推作用。在竞赛中脱颖而出的学生通常能够引起企业、研究机构等用人单位的关注。获得竞赛奖项不仅可以作为个人履历的亮点,还可以为进入理想的工作岗位提供有力的支持。
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kaggle竞赛的birdclef2023已完结,小记首次参加kaggle,成绩为9%,bronze medal.zip (380个子文件)
upsample_flod100.csv 6.86MB
upsample_fold40_mixup.csv 5.15MB
fold_upsample.csv 4.7MB
upsample_flod40.csv 4.34MB
fold.csv 3.63MB
folds.csv 74KB
.gitignore 176B
birdclef-2022-main.iml 553B
cls_nf0_v2.json 2KB
cls_nf0_v1.json 2KB
cls_nf0_v3.json 913B
cls_nf0_v4.json 911B
v2s.json 910B
small1d.json 646B
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