Update docs

doc/index.rst

@@ -6,7 +6,9 @@
  Binary Segmentation Benchmark Package for Bob
 ===============================================
 
-Package to benchmark and evaluate a range of neural network architectures for binary segmentation tasks on 2D Eye Fundus Images (2DFI). 
+Package to benchmark and evaluate a range of neural network architectures for
+binary segmentation tasks on 2D Eye Fundus Images (2DFI). It is build using PyTorch.
+
 
 Users Guide
 ===========

doc/training.rst

@@ -312,7 +312,8 @@ Using your own configs
 ======================
 
 Instead of the default configs you can pass the full path of your
-customized dataset and model config.
+customized dataset and model config (both in PyTorch format).
+The default configs are stored under ``bob.ip.binseg/bob/ip/binseg/configs/``.
 
 .. code-block:: bash