Dataset we selected 109 species of birds from the BIRDS 525 SPECIES dataset as this dataset. 20047 training images, 2172 test images(about 20 images per species). This is a very high quality dataset where there is only one bird in each image and we have add some distortion. All images are 224 X 224 X 3 color images in jpg format. Data set includes a train set, test set. Training set contains 109 sub directories, one for each bird species.