TreeLogy Apk
Apk Infos
| Version | 1.0 |
| Rating | 2.7/5, based on 127 votes |
| Size | 4.3 MB |
| Requires Android | Android 2.3+ (Gingerbread) |
| Author's Notes | Leaf-Based Tree Identification System |
About TreeLogy APK
Table Of Contents
Description
“Treelogy” is a mobile application, which can perform leaf-based tree identification amongtree 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"
Latest updates
What's new in version 1.0
Server update, bug fixHow to install TreeLogy APK on Android phone or tablet?
Download TreeLogy APK file from ApkClean, then follow these steps:
Update Phone Settings
- Go to your phone Settings page
- Tap Security or Applications (varies with device)
- Check the Unknown Sources box
- Confirm with OK
Go to Downloads
- Open Downloads on your device by going to My Files or Files
- Tap the APK file you downloaded (com.payinekereg.treelogy-v1.0-ApkClean.apk)
- Tap Install when prompted, the APK file you downloaded will be installed on your device.
Older Versions
| 1.0 (5) | 4.3 MB |
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