2022年8月写于南开大学
利用PyTorch和OpenCV等工具对视频进行简单的分类
主要目的是为了练习依稀视频的处理方法
数据集:HMDB51数据集(http://serre-lab.clps.brown.edu/wp-content/uploads/2013/10/hmdb51_org.rar)
解决了训练中频繁出现NAN的问题,发现是有些视频抽取的帧读入后一部分直接读为NAN
目前有问题的数据有
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./data/hmdb51_org_jpg/flic_flac/BHS___FlickFlack_[Tutorial]_flic_flac_f_cm_np1_le_med_0/9.jpg ./data/hmdb51_org_jpg/flic_flac/BHS___FlickFlack_[Tutorial]_flic_flac_f_cm_np1_le_med_0/10.jpg ./data/hmdb51_org_jpg/brush_hair/Brushing_Her_Hair__[_NEW_AUDIO_]_UPDATED!!!!_brush_hair_h_cm_np1_le_goo_1/2.jpg ./data/hmdb51_org_jpg/brush_hair/Brushing_Her_Hair__[_NEW_AUDIO_]_UPDATED!!!!_brush_hair_h_cm_np1_le_goo_1/3.jpg ./data/hmdb51_org_jpg/brush_hair/Brushing_Her_Hair__[_NEW_AUDIO_]_UPDATED!!!!_brush_hair_h_cm_np1_le_goo_1/4.jpg
单独抽出了觉得有问题的几张图片进行处理,但是单独处理的时候没有任何问题,统一读入的时候就会出现问题,暂时还没有找出问题