README and pycoco

README.md

@@ -3,11 +3,14 @@ Code for detecting visual concepts in images.
 
 #### Installation Instructions ####
 0. Create directory, checkout code, caffe, coco-hooks
+
   ```shell
   git clone git@github.com:s-gupta/im2cap.git code
   git clone git@github.com:pdollar/coco.git coco
   ```
+
 0. Make caffe and pycaffe 
+
   ```shell
   git clone git@github.com:s-gupta/caffe.git caffe 
   cd caffe 
@@ -16,17 +19,19 @@ Code for detecting visual concepts in images.
   make pycaffe
   cd
   ```
+
 0. Get the COCO images, caffe imagenet models, pretrained models on COCO.
+
   ``` shell
   # Get the COCO images, splits, ground truth
-  wget http://www.cs.berkeley.edu/~sgupta/captions/data/data.tgz && tar -xf data.tgz
+  wget form_somewhere && tar -xf data.tgz
 
   # Get the caffe imagenet models 
-  wget http://www.cs.berkeley.edu/~sgupta/captions/data/caffe-data.tgz && tar -xf caffe-data.tgz
+  wget ftp://ftp.cs.berkeley.edu/pub/projects/vision/im2cap-cvpr15b/caffe-data.tgz && tar -xf caffe-data.tgz
 
   # Get the pretrained models 
-  wget http://www.cs.berkeley.edu/~sgupta/captions/data/pretrained-coco.tgz && tar -xf pretrained-coco.tgz 
-
+  wget ftp://ftp.cs.berkeley.edu/pub/projects/vision/im2cap-cvpr15b/trained-coco.tgz && tar -xf trained-coco.tgz 
+  ```
 
 #### Training, Testing the model ####
-```cd code``` and execute relevant commands from the file scripts/scripts_all.py 
+``cd code`` and execute relevant commands from the file ``scripts/scripts_all.py`` 

pycoco

@@ -0,0 +1 @@
+coco/PythonAPI/pycocotools