TreeLogy 1.0
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Free Version
Publisher Description
TreeLogy - Leaf-Based Tree Identification System
“Treelogy” is a mobile application, which can perform leaf-based tree identification among
tree species in Turkey using one picture of a given leaf.
There is only handful of applications interested in tree identification and they are designed
primarily for detecting North American and European tree species. There is no application
which has a good performance and localization support for identifying tree species native to
Turkey. This project is aimed to fill this gap.
While we are constructing this application, we worked on supervised learning for classi-
fication task. We focused on both Deep Learning (specifically Deep Convolutional Neural
Networks) and Support Vector Machines. Tree identification process uses leaf image features
gathered from Caffe, a convolutional neural network framework, and our image processing
module.
After several experiments, we reached the optimal classification accuracy of 93.59% for 57
tree species. Experiments involve 16096 training and 3020 testing leaf images. According to
our findings, we come to the following conclusion. Certain image processing procedures for
extracting features such as shape and texture descriptors, which we have used in our project,
does not produce features as feasible as convolutional neural networks.
"Created by group paY inekereG"
About TreeLogy
TreeLogy is a free app for Android published in the Teaching & Training Tools list of apps, part of Education.
The company that develops TreeLogy is Duman Emre Akın. The latest version released by its developer is 1.0.
To install TreeLogy on your Android device, just click the green Continue To App button above to start the installation process. The app is listed on our website since 2017-09-10 and was downloaded 3 times. We have already checked if the download link is safe, however for your own protection we recommend that you scan the downloaded app with your antivirus. Your antivirus may detect the TreeLogy as malware as malware if the download link to com.payinekereg.treelogy is broken.
How to install TreeLogy on your Android device:
- Click on the Continue To App button on our website. This will redirect you to Google Play.
- Once the TreeLogy is shown in the Google Play listing of your Android device, you can start its download and installation. Tap on the Install button located below the search bar and to the right of the app icon.
- A pop-up window with the permissions required by TreeLogy will be shown. Click on Accept to continue the process.
- TreeLogy will be downloaded onto your device, displaying a progress. Once the download completes, the installation will start and you'll get a notification after the installation is finished.
