From 28e747cc22bed95109cc38a412046624095eaccd Mon Sep 17 00:00:00 2001
From: ageorge <anjith.george@idiap.ch>
Date: Thu, 31 Jan 2019 11:01:04 +0100
Subject: [PATCH] More docs
---
bob/pad/face/database/batl.py | 10 +++++++++-
1 file changed, 9 insertions(+), 1 deletion(-)
diff --git a/bob/pad/face/database/batl.py b/bob/pad/face/database/batl.py
index 1aa1dfaa..400fe8e3 100644
--- a/bob/pad/face/database/batl.py
+++ b/bob/pad/face/database/batl.py
@@ -202,6 +202,14 @@ class BatlPadDatabase(PadDatabase):
infrared data only, use 50 frames, join train and dev sets forming
a single large training set.
+ "grandtest-infrared-50-LOO_<unseen_attack>", for example "grandtest-infrared-50-LOO_fakehead"
+ - Leave One Out (LOO) protocol with fakehead attacks present only in the `test` set. The original partitioning
+ in the `grandtest` protocol is queried first and subselects the file list such
+ that the specified `unknown_attack` is removed from both `train` and `dev` sets.
+ The `test` set will consist of only the selected `unknown_attack` and `bonafide` files.
+ This protocol is used to evaluate the robustness against attacks unseen in training.
+ .
+
"grandtest-color*infrared-50" - baseline protocol,
load both "color" and "infrared" channels,
use 50 frames.
@@ -605,7 +613,7 @@ class BatlPadDatabase(PadDatabase):
batl_files=batl_files+tbatl_files
-
+
if 'test' in groups:
tbatl_files = self.db.objects(protocol=protocol,
groups=['test'],
--
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