update README

README.md

@@ -1 +1,29 @@
-# vegfru
+# VegFru
+The repository is for the paper "VegFru: A Domain-Specific Dataset for Fine-grained Visual Categorization".
+
+Download Links: [[Paper]](http://home.ustc.edu.cn/~saihui/project/vegfru/iccv17_vegfru.pdf) [[Supplementary Meterial]](http://home.ustc.edu.cn/~saihui/project/vegfru/iccv17_sup_vegfru.pdf) [[Project Page]](http://home.ustc.edu.cn/~saihui/project/vegfru/vegfru_project.html) [[Download VegFru Dataset]](http://pan.baidu.com/s/1boSNcV9)
+
+The VegFru dataset is available at [here](http://pan.baidu.com/s/1boSNcV9) and this code is for the implementation of HybridNet proposed in the paper.
+```
+./caffe-hybridnet: modified from Caffe ([https://github.com/BVLC/caffe](https://github.com/BVLC/caffe))
+./hybridnet-dataset: the prototxt defining the models for each dataset (FGVC-Aircrafts)
+```
+
+## Usage
+
+```
+cd caffe-hybridnet
+sh data/jointaircrafts/model/v4_hyvggcpnet/ft_last_layer.sh
+sh data/jointaircrafts/model/v4_hyvggcpnet/ft_all.sh
+```
+The pretrained models can be downloaded at [here](http://pan.baidu.com/s/1hrWGGSW).
+
+## Citation
+Please cite the following paper if you find this useful in your research:
+
+	@InProceedings{Hou2017VegFru,
+	  Title                    = {VegFru: A Domain-Specific Dataset for Fine-grained Visual Categorization},
+	  Author                   = {Saihui Hou, Yushan Feng and Zilei Wang},
+	  Booktitle                = {IEEE International Conference on Computer Vision},
+	  Year                     = {2017}
+	}

readme.txt

@@ -1,3 +1,2 @@
 caffe-hybridnet: From /home/housh/bilinear-hybrid-caffe
 hybridnet-dataset/jointaircrafts: For FGVC-Aircrafts
-hybridnet-caffemodel: the pre-trained Caffemodel