C^3 Framework: An Open-source PyTorch Code for Crowd Counting

07/05/2019
by   Junyu Gao, et al.
0

This technical report attempts to provide efficient and solid kits addressed on the field of crowd counting, which is denoted as Crowd Counting Code Framework (C^3F). The contributions of C^3F are in three folds: 1) Some solid baseline networks are presented, which have achieved the state-of-the-arts. 2) Some flexible parameter setting strategies are provided to further promote the performance. 3) A powerful log system is developed to record the experiment process, which can enhance the reproducibility of each experiment. Our code is made publicly available at <https://github.com/gjy3035/C-3-Framework>. Furthermore, we also post a Chinese blog[<https://zhuanlan.zhihu.com/p/65650998>] to describe the details and insights of crowd counting.

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