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Treelogy

Leaf-Based Tree Identification System

What is Treelogy?

An Android application, which can perform leaf-based tree identification using one picture of a given leaf.




























  • Emre Akın




    Android Development








    e1880897@ceng.metu.edu.tr
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  • Burak Balcı




    Image Processing








    e1881044@ceng.metu.edu.tr
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  • İlke Çuğu




    Machine Learning & Server Development

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  • Çağrı Erciyes




    Image Processing








    e1881176@ceng.metu.edu.tr
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  • Eren Şener




    Machine Learning








    e1881887@ceng.metu.edu.tr
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Machine Learning

For classification problem of leaf images, we are using Caffe Framework as a Deep Learning Tool. The features gathered from Caffe and our Image Processing Unit combined, and enhanced classification method achieved by using SVM and Deep Learning.

Image Processing

We first begin with eliminating backgrounds of leaf images. Then by doing edge detection and some other methods on leaf images, we extracted some features from them in order to use in classification.

Android Development

While developing Android application of our project, we tried to make it simple, eye-catchy and fancy. This was our motivation.
App is available at Google Play Store.

2nd Place in METU Ceng Demo Day 2016


3rd Place in Undergraduate Design Project Competition
METU Engineering Day 2016



Documents

Poster
Presentation
Project Proposal
Startup Document
Sofware Test Document
Sofware Design Document
Retrospective Document - Semester:1 - 1
Retrospective Document - Semester:1 - 2
Retrospective Document - Semester:1 - 3
Retrospective Document - Semester:2 - 1
Retrospective Document - Semester:2 - 2
Retrospective Document - Semester:2 - 3
Retrospective Document - Semester:2 - 4
Weekly Reports
Leaf Dataset

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