DiaRetDB1 V2.1 - Diabetic Retinopathy Database and Evaluation Protocol

Description

The DiaRetDB1 is a public database for evaluating and benchmarking diabetic retinopathy detection algorithms. The database contains digital images of eye fundus and expert annotated ground truth for several well-known diabetic fundus lesions (hard exudates, soft exudates, microaneurysms and hemorrhages). The original images and the raw ground truth are both available.

In addition to the data we also provide Matlab functionality (M-files) to read data (XML-files), fuse data of several experts and to evaluate detection methods.

This database is related to ImageRet project and the ground truth was collected using our ImgAnnoTool image annotation tool which is also publicly available. For more information and more detailed description please see our documentation

Authors

The following authors have significantly contributed to the actual work of establishing and collecting the data and implementing the methods for the database:
Tomi Kauppi, Valentina Kalesnykiene, Iiris Sorri, Asta Raninen, Raija Voutilainen, Joni Kamarainen, Lasse Lensu and Hannu Uusitalo.

Copyright and licence terms

The DiaRetDB1 V2.1 is Copyright © 2009 by Machine Vision and Pattern
Recognition Laboratory, Lappeenranta University of Technology.

The database can be freely downloaded and used for non-profitable
scientific purposes, but you are not allowed to redistribute or
modify it. Proper citing of this resource is expected if the
database is used in research or other reporting.

The database is meant to be useful, but it is distributed WITHOUT
ANY WARRANTY, and without even the implied warranty of MERCHANTABILITY
or FITNESS FOR A PARTICULAR PURPOSE.

Inclusion of this database or even parts of it in a proprietary
program is not allowed without a written permission from the owners
of the copyright. If you wish to obtain such a permission, you should
contact
  
    Machine Vision and Pattern Recognition Laboratory
    Lappeenranta University of Technology
    PO Box 20
    FI-53851 Lappeenranta
    FINLAND

If you find any errors or bugs, or have comments related to the database
contents, please contact the authors.

Documentation

The README.txt contains a short introduction to the contents of the database.

The base functionality for reading and showing images and ground truth is included as a separate package called ddb2, download and extract it. These functionalities you can use to establish training data for your methods and for evaluating your method. See ddb2_doc for www documentation. Most importantly, after downloading the both database and ddb2 functionality run ddb2_demo1.m in order to make sure that everything works on your system!

NOTE: Do not care about our "weird" naming, i.e. ddb2 directory should be considered as "ddb1_tools". This is due to our dodgy internal version control ;-)

Download

If you have any problems or suggestions concerning the images or ground truth please contact one of the authors.

File	Description	Tested Environment
ddb1_v02_01.tar.gz (145 MB)	Directory containing images, ground truth, training and testing set lists and README.txt	-
ddb2.tar.gz (13 kB)	Basic functionality (M-files) for operating with database images and ground truth.	Matlab R2008a

Links to other resources

• LabelMe web-based annotation tool