Deep Learning Methods for Efficient Large Scale Video Labeling

التفاصيل البيبلوغرافية
العنوان: Deep Learning Methods for Efficient Large Scale Video Labeling
المؤلفون: Skalic, Miha, Pekalski, Marcin, Pan, Xingguo E.
سنة النشر: 2017
المجموعة: Computer Science
Statistics
مصطلحات موضوعية: Statistics - Machine Learning, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Learning
الوصف: We present a solution to "Google Cloud and YouTube-8M Video Understanding Challenge" that ranked 5th place. The proposed model is an ensemble of three model families, two frame level and one video level. The training was performed on augmented dataset, with cross validation.
Comment: 7 pages, 5 tables, 1 figure
نوع الوثيقة: Working Paper
الوصول الحر: http://arxiv.org/abs/1706.04572Test
رقم الانضمام: edsarx.1706.04572
قاعدة البيانات: arXiv