Update README.md

README.md

@@ -12,6 +12,42 @@ dataset_info:
   download_size: 69093722465
   dataset_size: 63184668691.7
 ---
-# Dataset Card for "birdsnap"
+# Dataset Card for Birdsnap Dataset v 1.1.
 
-[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+Welcome to the Birdsnap dataset, consisting of 49,829 images of 500 species of North American birds, collected from Flickr, and corresponding species, bounding box, and part labels.
+
+
+The dataset distribution also consists of the following files:
+
+1. species.txt
+This file lists the species in the dataset.  The first line is a header.  Each subsequent line represents a species.  Lines are tab-delimited, and the fields
+are:
+- id: An integer id for the species.  These ids run from 1 to 500 for the 500   species.
+- common: The common English name of the species, for example "Blue Jay."
+- scientific: The scientific (Latin) name of the species, for example   "Cyanocitta cristata."
+- dir: The name of the a directory in which to store the images of this   species.  This is just the common name with spaces and other   dangerous-in-file-path characters replaced or removed.
+
+2. images.txt
+This file lists the images in the dataset, with the coresponding bounding boxes, part locations, and species labels.  Like species.txt, it is tab-delimited with the first line giving field names.  The fields are:
+- url: The URL from which the image was downloaded.
+- md5: An MD5 sum of the image file constants.
+- path: The local path of the image.
+- species_id: The id of the species of the labeled bird in the image.
+- bb_x1, bb_y1, bb_x2, bb_y2: The coordinates of the top-left (bb_x1, bb_y1)   and bottom-right (bb_x2, bb_y2) corners of the bounding box of the labeled
+  bird.
+- ${part}_x, ${part}_y: The coordinates of part ${part}.  Parts are back, beak,   belly, breast, crown, forehead, left_cheek, left_eye, left_leg, left_wing,   nape, right_cheek, right_eye, right_leg, right_wing, tail, throat.
+
+3. test_images.txt
+This file lists the 2443 test images used in the species identification experiments in the paper.  It has a header line, then the "path" (from images.txt) of each test image, one per line.
+
+
+### Citation
+```
+@inproceedings{berg2014birdsnap,
+  title={Birdsnap: Large-scale fine-grained visual categorization of birds},
+  author={Berg, Thomas and Liu, Jiongxin and Woo Lee, Seung and Alexander, Michelle L and Jacobs, David W and Belhumeur, Peter N},
+  booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
+  pages={2011--2018},
+  year={2014}
+}
+```