TreeLogy

1.0

Duman Emre Akın

1.74

121 reviews

10,000+
Downloads

Free

Leaf-Based Tree Identification System

Not recently updated — last update was on 2017-09-10. This app may no longer be actively maintained.

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About TreeLogy

TreeLogy is an education app developed by Duman Emre Akın.

Download Statistics

TreeLogy has been downloaded 38 thousand times. In the last 30 days, the app was downloaded 1 times.

User Ratings

TreeLogy is rated 1.74 out of 5 stars. The rating is based on 120 ratings.

App Information

TreeLogy is FREE to download. The APK download size is 4.33 MB. The latest version available is 1.0. The last update was on September 10, 2017.

Technical Requirements

TreeLogy requires Android 2.3+ or higher. The app has a content rating of Everyone. The app has been available on Google Play June 2016.

Description

“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"

Recent changes:
Server update, bug fix

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More data about TreeLogy

Price	Free to download
Total downloads	38 thousand
Recent downloads	1
Rating	1.74 based on 120 ratings
Ranking	Not ranked
Version	1.0
APK size	4.33 MB
Number of libraries	1
Designed for Android	2.3+
Suitable for	Everyone
Ads	NO ads

App Performance Report

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Google Play Rating history and histogram

Downloads over time

TreeLogy has been downloaded 38 thousand times. Over the past 30 days, it has been downloaded 1 times.

Changelog of TreeLogy

Sep 10, 2017UpdateVersion 1.0
Sep 5, 2016UpdateVersion 1.0
Sep 3, 2016Installs10,000+ installs
Aug 1, 2016Installs5,000+ installs
Jul 14, 2016UpdateVersion 1.0
Jul 1, 2016Installs1,000+ installs
Jun 26, 2016Installs500+ installs
Jun 21, 2016Installs100+ installs
Jun 19, 2016Installs50+ installs
Jun 15, 2016New AppVersion 1.0 in EDUCATION for Free

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Developer information for Duman Emre Akın

Duman Emre Akın

dumanemre1993@gmail.com

N/A

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Comments on TreeLogy for Android

★★★★★ Safa Öztürk · Jun 18, 2016

Awesome app It is good for nature enthusiasts.

★☆☆☆☆ Alyssa P · Oct 7, 2016

No identification This is the worst app ever it doesn't give me the right leaf or anything.

★☆☆☆☆ scott cothren · Nov 25, 2016

I looked up the leaves of 5 different trees. I received the same to 5 for each tree. None of the suggested leaves were a match. Trees like pecan and hickory are not even in the glossary.

★☆☆☆☆ Nun Ya · Jul 5, 2016

Doesn't work Every tree I try to identify it suggests the same 5 trees which are not at all even close. One tree I tried to identify was a live oak just to test it out, and it suggested some kind of flowering tree. Sad it was such a cool idea too!

Google Play Rankings for TreeLogy

This app is not ranked

Technologies used by TreeLogy

TreeLogy is requesting 4 permissions and is using 2 libraries.

Permissions

Development tools

test access to protected storage

Network communication

view network connections, full network access

Storage

modify or delete the contents of your USB storage

Ad network libraries

None found

Social libraries

None found

Development tools

Android Jetpack core

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