/tree_species_recognition

Recognizing tree species using convolutional neural network

Primary LanguagePython

Identifying tree species

Recognizing tree species using convolutional neural network The project aims at classifying tree species using (leaf RGB images) convolutional neural network (Shallow Net) with different architecture.

The data used - "Leafsnap: A Computer Vision System for Automatic Plant Species Identification," Neeraj Kumar, Peter N. Belhumeur, Arijit Biswas, David W. Jacobs, W. John Kress, Ida C. Lopez, João V. B. Soares, Proceedings of the 12th European Conference on Computer Vision (ECCV),October 2012

Dependencies:

  • tensorflow=1.14.0
  • keras==2.2.0