Animal image recognition based on convolutional neural network
Zhangmingjia Yin, Fucheng You · Proceedings of the 2020 4th International Conference on Electronic Information Technology and Computer Engineering · 2020
In recent years, cameras have been used to monitor poaching in many places, and deep learning technology has been used to identify images to solve the problem of sentencing for forest resource enforcement cases. To accurately classify the collected images, this article uses data enhancement technology to rotate the original image, uses principal component analysis to reduce dimensionality to remove redundant features, and realizes the classification of small samples using transfer learning. Experiments show that the recognition rate of this method to animals reaches 88%.