Updated on August 14, 2018 (HGO-CNN is updated)
Updated on June 20, 2018 (added GRU-CFA)
Updated on May 15, 2018 (merge HGO-CNN & inc. PlantStructNet in Tensorflow)
Released on May 19, 2017
This consists of the implementations of our
-
CLEF (2018) with titled Plant Classification based on Gated Recurrent Unit. Please refer to the GRU-CFA folder.
-
T-IP (2018) with titled Multi-Organ Plant Classification based on Convolutional and Recurrent Neural Networks. Please refer to the PlantStructNet folder. The preliminary version of this work was presented earlier in ICIP-17 -- HGO-CNN: Hybrid generic-organ convolutional neural network for multi-organ plant classification. Please refer to the HGO-CNN folder.
-
PR (2017) with titled How Deep Learning Extracts and Learns Leaf Features for Plant Classification. The preliminary version of this work was presented earlier in ICIP-15 -- Deep-plant: Plant identification with convolutional neural networks. Please refer to the PR2017 folder.
Suggestions and opinions of this work (both positive and negative) are greatly welcome. Please contact the authors by sending email to
adeline87lee at gmail.com or cs.chan at um.edu.my.
The project is open source under BSD-3 license (see the LICENSE file). Codes can be used freely only for academic purpose.