TreeLogy

1.0

Duman Emre Akın

1.42

121 reviews

10,000+
Downloads

Free

Leaf-Based Tree Identification System

1.42 · 121 reviews · 10,000+ downloads

About TreeLogy

TreeLogy is an education app developed by Duman Emre Akın.

How many times has TreeLogy been downloaded?

TreeLogy has been downloaded 38 thousand times. In the last 30 days, the app was downloaded 0 times.

What is the rating of TreeLogy?

TreeLogy is rated 1.42 out of 5 stars, based on 120 ratings.

Is TreeLogy free?

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.

What are the requirements for TreeLogy?

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	0
Rating	1.42 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

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Alternative downloads for the TreeLogy app

TreeLogy compared with similar apps

Common keywords of similar apps

Application Convolutional Neural Treelogy Turkey Support Project Learning Deep Networks Processing Experiments Tree Leaf Identification Species Image Features Based

Keywords missing from this app

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Google Play Rating history and histogram

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Downloads over time

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TreeLogy has been downloaded 38 thousand times. Over the past 30 days, it has been downloaded 0 times.

Changelog of TreeLogy

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Developer information for Duman Emre Akın

Duman Emre Akın

dumanemre1993@gmail.com

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Comments on TreeLogy for Android

★★★★★ Safa Öztürk · Jun 18, 2016

Awesome app It is good for nature enthusiasts.

★★☆☆☆ Brian Rossow · Oct 8, 2017

Tried 5 traditional leaves found in Minnesota, and it was 1 for 5 only getting a maple. Even missed a bit Oak.

★☆☆☆☆ 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.

★☆☆☆☆ Alyssa P · Oct 7, 2016

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

Google Play Rankings for TreeLogy

This app is not ranked

Technologies used by TreeLogy

4 permissions · 1 libraries

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