Original Competition: https://www.kaggle.com/c/noaa-fisheries-steller-sea-lion-population-count
Best solutions:
- 1st place solution by @outrunner
- 2nd place solution by @Konstantin Lopuhin
- 3rd place solution by @bestfitting
- 4th place solution by @Artem.Sanakoev (https://github.com/asanakoy/kaggle_sea_lions_counting)
- 5th place solution by @Dmytro Poplavskiy
- 6th place solution by @yingxiaowei
- 9th place solution by @harshml
- 21th place solution by @Liangkai
- 23th place solution by @toshi_k
- 27th place solution by @rakhlin
- 43rd place solution by @JandJ
- 69th place solution by @GarethJones
- 75th place solution by @Vader | Charles
- 165th place solution by @Tuomas Tikkanen
Related Articles
- Tensorflow Object Counting API https://github.com/ahmetozlu/tensorflow_object_counting_api
- Daniel Onoro, Towards Perspective-Free Object Counting with Deep Learning https://www.researchgate.net/publication/306118084_Towards_Perspective-Free_Object_Counting_with_Deep_Learning
- Victor Lempitsky, Andrew Zisserman, Learning to Count Objects in Images, https://papers.nips.cc/paper/2010/file/fe73f687e5bc5280214e0486b273a5f9-Paper.pdf
- Objects Counting pada Data Video http://klik.ulm.ac.id/index.php/klik/article/view/307
Papers
- Chirag Prabhakar Padubidri, Aerial Images Sea Lion Counting With Deep Learning: A Density Map Approach, University of Twente