The application of convolutional neural network has emerged in various fields in recent years, and has been favored by more and more experts, and has gradually entered the vision of ordinary people. Convolution neural network is a kind of deep neural network. Its main feature is that the front end input uses multi-layer locally interconnected neurons to extract the input information, and can consider the translation, rotation and scaling invariance of the signal target in space. In this paper, CNN is applied to image processing, and an animal recognition algorithm based on self normalized convolution neural network is proposed. Animal recognition technology is one of the most successful applications in image analysis and understanding, and has been attached importance by researchers from all walks of life. Especially in the past few years, Internet technology and information technology have been developing continuously, and the research on animal recognition has become more and more significant.

Manuel Gonzalez. Algorithm of Fusion Convolution Neural Network in Animal Recognition. International Journal of Neural Network (2020), Vol. 1, Issue 1: 31-40. https://doi.org/10.38007/NN.2020.010105.

[1] Nakashima, Yoshihiro, Fukasawa, et al. Estimating animal density without individual recognition using information derivable exclusively from camera traps. The Journal of applied ecology, 2018, 55(2):735-744. https://doi.org/10.1111/1365-2664.13059

[2] Kamminga J W, Le D V, Pieter M J, et al. Robust Sensor-Orientation-Independent Feature Selection for Animal Activity Recognition on Collar Tags. Proceedings of the Acm on Interactive Mobile Wearable & Ubiquitous Technologies, 2018, 2(1):1-27. https://doi.org/10.1145/3191747

[3] Wu Y, Petrosky A L, Hazzi N A, et al. The role of learning, acoustic similarity and phylogenetic relatedness in the recognition of distress calls in birds. Animal Behaviour, 2020, 175(9):111-121. https://doi.org/10.1016/j.anbehav.2020.02.015

[4] Day C P, E Pérez-Guijarro, A Lopès, et al. Recognition of observer effect is required for rigor and reproducibility of preclinical animal studies. Cancer Cell, 2020, 40(3):231-232. https://doi.org/10.1016/j.ccell.2020.01.015

[5] Raheja J L, Gupta H, Chaudhary A. Monitoring Animal Diseases in Remote Area. Pattern Recognition & Image Analysis, 2018, 28(1):133-141. https://doi.org/10.1134/S1054661818010145

[6] Kostuch L, Wojciechowska B, Konarska-Zimnicka S. Ancient and Medieval Animals and Self-recognition: Observations from Early European Sources. Early Science and Medicine, 2019, 24(2):117-141. https://doi.org/10.1163/15733823-00242P01

[7] Kim M, Kim J. An Effect of Tourism Motivation on Constraint Recognition and Participation Intention in Travel with Companion Animal. Journal of Tourism Management Research, 2019, 23(7):367-387. https://doi.org/10.18604/tmro.2019.23.7.17

[8] Qadr F, Prasetijo A B, Windasari I P. "Animal Introduction" Application for Children. Jurnal ULTIMATICS, 2020, 11(2):65-71. https://doi.org/10.31937/ti.v11i2.1249

[9] Guazzaloca G. 'Anyone who Abuses Animals is no Italian': Animal Protection in Fascist Italy. European History Quarterly, 2020, 50(4):669-688. https://doi.org/10.1177/0265691420960672

[10] Stoddard M C, Osorio D. Animal Coloration Patterns: Linking Spatial Vision to Quantitative Analysis. The American Naturalist, 2019, 193(2):000-000. https://doi.org/10.1086/701300

[11] Galpayage S, Chittka L. Charles H. Turner, pioneer in animal cognition. Science, 2020, 370(6516):530-531. https://doi.org/10.1126/science.abd8754

[12] Megan M S. Aerodigestive Disease in Dogs. Veterinary Clinics of North America: Small Animal Practice, 2020, 51(1):17-32. https://doi.org/10.1016/j.cvsm.2020.09.003

[13] Grume G J, Biedenbender S P, Rittschof C C. Honey robbing causes coordinated changes in foraging and nest defence in the honey bee, Apis mellifera. Animal Behaviour, 2020, 173(12):53-65. https://doi.org/10.1016/j.anbehav.2020.12.019

[14] Luang-In V, Katisart T, Nudmamud-Thanoi S, et al. Psychobiotic Effects of Multi-Strain Probiotics Originated from Thai Fermented Foods in a Rat Model. Food Science of Animal Resources, 2020, 40(6):1014-1032. https://doi.org/10.5851/kosfa.2020.e72

[15] Sarthak Y, Singh B A. Residual nets for understanding animal behavior. Journal of Animal Behaviour and Biometeorology, 2019, 7(2):97-103. https://doi.org/10.31893/2318-1265jabb.v7n2p97-103

[16] Nolan M, Dobson J. The future of radiotherapy in small animals - should the fractions be coarse or fine? The Journal of small animal practice, 2018, 59(9):521-530. https://doi.org/10.1111/jsap.12871

[17] Oguejiofor C F, Thomas C, Cheng Z, et al. Mechanisms linking bovine viral diarrhea virus (BVDV) infection with infertility in cattle. Animal Health Research Reviews, 2019, 20(1):72-85. https://doi.org/10.1017/S1466252319000057

[18] Hase K, Kutsukake N. Developmental effects on social preferences in frog tadpoles, Rana ornativentris. Animal Behaviour, 2019, 154(4):7-16. https://doi.org/10.1016/j.anbehav.2019.06.001