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 ## 科大讯飞AI开发者大赛2021
 
-- [广告图片素材分类算法挑战赛](http://challenge.xfyun.cn/topic/info?type=ad-2021)，CV类型赛题，图像分类任务，[基础的分类思路](https://github.com/datawhalechina/competition-baseline/tree/master/competition/%E7%A7%91%E5%A4%A7%E8%AE%AF%E9%A3%9EAI%E5%BC%80%E5%8F%91%E8%80%85%E5%A4%A7%E8%B5%9B2021)
-- [车辆贷款违约预测挑战赛](http://challenge.xfyun.cn/topic/info?type=car-loan), [学习资料](https://github.com/datawhalechina/competition-baseline/tree/master/competition/%E7%A7%91%E5%A4%A7%E8%AE%AF%E9%A3%9EAI%E5%BC%80%E5%8F%91%E8%80%85%E5%A4%A7%E8%B5%9B2021/%E8%BD%A6%E8%BE%86%E8%B4%B7%E6%AC%BE%E8%BF%9D%E7%BA%A6%E9%A2%84%E6%B5%8B%E6%8C%91%E6%88%98%E8%B5%9B)
-- [基于用户画像的商品推荐挑战赛], [LSMT-0.6786](https://mp.weixin.qq.com/s/KDH_klH_74726S8gX4FEyQ)
-- [蛋白质结构预测挑战赛算法], [CNN-0.21](https://mp.weixin.qq.com/s/0oGWD0O5ARokxrAiW2T9uQ)
-- [环境空气质量评价挑战赛], [lgb-0.04385](https://mp.weixin.qq.com/s/9gZJ6ScwW1urRMc-6p6n5A)
+- [车辆贷款违约预测挑战赛](http://challenge.xfyun.cn/topic/info?type=car-loan&ch=dc-wbzmt-05), [学习资料](https://github.com/datawhalechina/competition-baseline/tree/master/competition/%E7%A7%91%E5%A4%A7%E8%AE%AF%E9%A3%9EAI%E5%BC%80%E5%8F%91%E8%80%85%E5%A4%A7%E8%B5%9B2021/%E8%BD%A6%E8%BE%86%E8%B4%B7%E6%AC%BE%E8%BF%9D%E7%BA%A6%E9%A2%84%E6%B5%8B%E6%8C%91%E6%88%98%E8%B5%9B)
+- [广告图片素材分类算法挑战赛](http://challenge.xfyun.cn/topic/info?type=ad-2021&ch=dc-wbzmt-05)，CV类型赛题，图像分类任务，[基础的分类思路](https://github.com/datawhalechina/competition-baseline/tree/master/competition/%E7%A7%91%E5%A4%A7%E8%AE%AF%E9%A3%9EAI%E5%BC%80%E5%8F%91%E8%80%85%E5%A4%A7%E8%B5%9B2021)
+- [农作物生长情况识别挑战赛](http://challenge.xfyun.cn/topic/info?type=crop&ch=dc-wbzmt-05), [keras](https://github.com/datawhalechina/competition-baseline/blob/master/competition/%E7%A7%91%E5%A4%A7%E8%AE%AF%E9%A3%9EAI%E5%BC%80%E5%8F%91%E8%80%85%E5%A4%A7%E8%B5%9B2021/%E4%B8%AD%E5%9B%BD%E5%86%9C%E4%B8%9A%E5%A4%A7%E5%AD%A6_%E5%86%9C%E4%BD%9C%E7%89%A9%E7%94%9F%E9%95%BF%E6%83%85%E5%86%B5%E8%AF%86%E5%88%AB%E6%8C%91%E6%88%98%E8%B5%9B.ipynb)
+- [引导拍照挑战赛](http://challenge.xfyun.cn/topic/info?type=guide-photo&ch=dc-wbzmt-05), [keras](https://github.com/datawhalechina/competition-baseline/blob/master/competition/%E7%A7%91%E5%A4%A7%E8%AE%AF%E9%A3%9EAI%E5%BC%80%E5%8F%91%E8%80%85%E5%A4%A7%E8%B5%9B2021/%E4%B8%AD%E5%9B%BD%E5%86%9C%E4%B8%9A%E5%A4%A7%E5%AD%A6_%E5%BC%95%E5%AF%BC%E6%8B%8D%E7%85%A7%E6%8C%91%E6%88%98%E8%B5%9B.ipynb)
+- [脑部PETMR图像疾病预测挑战赛](http://challenge.xfyun.cn/topic/info?type=PET&ch=dc-wbzmt-05), [keras](https://github.com/datawhalechina/competition-baseline/blob/master/competition/%E7%A7%91%E5%A4%A7%E8%AE%AF%E9%A3%9EAI%E5%BC%80%E5%8F%91%E8%80%85%E5%A4%A7%E8%B5%9B2021/%E5%AE%89%E5%BE%BD%E5%A4%A7%E5%AD%A6-%E8%84%91%E9%83%A8PETMR%E5%9B%BE%E5%83%8F%E7%96%BE%E7%97%85%E9%A2%84%E6%B5%8B%E6%8C%91%E6%88%98%E8%B5%9B.ipynb)
+- [智能硬件语音控制的时频图分类挑战赛](http://challenge.xfyun.cn/topic/info?type=time-frequency&ch=dc-wbzmt-05), [pytorch](https://github.com/datawhalechina/competition-baseline/blob/master/competition/%E7%A7%91%E5%A4%A7%E8%AE%AF%E9%A3%9EAI%E5%BC%80%E5%8F%91%E8%80%85%E5%A4%A7%E8%B5%9B2021/%E6%99%BA%E8%83%BD%E7%A1%AC%E4%BB%B6%E8%AF%AD%E9%9F%B3%E6%8E%A7%E5%88%B6%E7%9A%84%E6%97%B6%E9%A2%91%E5%9B%BE%E5%88%86%E7%B1%BB%E6%8C%91%E6%88%98%E8%B5%9B.ipynb)
+- [基于用户画像的商品推荐挑战赛](http://challenge.xfyun.cn/topic/info?type=user-portrait&ch=dc-wbzmt-05), [LSMT-0.6786](https://mp.weixin.qq.com/s/KDH_klH_74726S8gX4FEyQ)
+- [蛋白质结构预测挑战赛算法](http://challenge.xfyun.cn/topic/info?type=protein&ch=dc-wbzmt-05), [CNN-0.21](https://mp.weixin.qq.com/s/0oGWD0O5ARokxrAiW2T9uQ), [XGB基础代码](https://github.com/datawhalechina/competition-baseline/blob/master/competition/%E7%A7%91%E5%A4%A7%E8%AE%AF%E9%A3%9EAI%E5%BC%80%E5%8F%91%E8%80%85%E5%A4%A7%E8%B5%9B2021/%E4%B8%8A%E6%B5%B7%E6%B5%B7%E4%BA%8B%E5%A4%A7%E5%AD%A6_%E8%9B%8B%E7%99%BD%E8%B4%A8%E7%BB%93%E6%9E%84%E9%A2%84%E6%B5%8B%E8%B5%9B.ipynb)
+- [环境空气质量评价挑战赛](http://challenge.xfyun.cn/topic/info?type=air-quality&ch=dc-wbzmt-05), [lgb-0.04385](https://mp.weixin.qq.com/s/9gZJ6ScwW1urRMc-6p6n5A)
+- [猪只盘点挑战赛](http://challenge.xfyun.cn/topic/info?type=pig-check&ch=dc-wbzmt-05), [预训练模型](https://github.com/datawhalechina/competition-baseline/blob/master/competition/%E7%A7%91%E5%A4%A7%E8%AE%AF%E9%A3%9EAI%E5%BC%80%E5%8F%91%E8%80%85%E5%A4%A7%E8%B5%9B2021/%E7%A7%91%E5%A4%A7%E8%AE%AF%E9%A3%9E%E8%82%A1%E4%BB%BD%E6%9C%89%E9%99%90%E5%85%AC%E5%8F%B8_%E7%8C%AA%E5%8F%AA%E7%9B%98%E7%82%B9%E6%8C%91%E6%88%98%E8%B5%9B.ipynb)
+- [新冠肺炎声音诊断挑战赛](http://challenge.xfyun.cn/topic/info?type=covid-19&ch=dc-wbzmt-05)，[baseline 0.53532 Top20](https://github.com/zfs1998/data-science/blob/main/IFLYTEK/%E4%B8%AD%E5%9B%BD%E7%A7%91%E5%AD%A6%E6%8A%80%E6%9C%AF%E5%A4%A7%E5%AD%A6_%E6%96%B0%E5%86%A0%E8%82%BA%E7%82%8E%E5%A3%B0%E9%9F%B3%E8%AF%8A%E6%96%AD%E6%8C%91%E6%88%98%E8%B5%9B.ipynb)
 
 ### [腾讯广告算法大赛](https://algo.qq.com/)