From 4f68fc1df943ca95c035840e9096ae6020d91a79 Mon Sep 17 00:00:00 2001
From: rudrabha <rudrabha@gmail.com>
Date: Sat, 3 Oct 2020 21:41:51 +0530
Subject: [PATCH] Added eval script for the real videos

---
 .../calculate_scores_real_videos.py           | 45 +++++++++++++++++++
 .../calculate_scores_real_videos.sh           |  7 +++
 2 files changed, 52 insertions(+)
 create mode 100755 evaluation/scores_LSE/calculate_scores_real_videos.py
 create mode 100644 evaluation/scores_LSE/calculate_scores_real_videos.sh

diff --git a/evaluation/scores_LSE/calculate_scores_real_videos.py b/evaluation/scores_LSE/calculate_scores_real_videos.py
new file mode 100755
index 0000000..0962258
--- /dev/null
+++ b/evaluation/scores_LSE/calculate_scores_real_videos.py
@@ -0,0 +1,45 @@
+#!/usr/bin/python
+#-*- coding: utf-8 -*-
+
+import time, pdb, argparse, subprocess, pickle, os, gzip, glob
+
+from SyncNetInstance_calc_scores import *
+
+# ==================== PARSE ARGUMENT ====================
+
+parser = argparse.ArgumentParser(description = "SyncNet");
+parser.add_argument('--initial_model', type=str, default="data/syncnet_v2.model", help='');
+parser.add_argument('--batch_size', type=int, default='20', help='');
+parser.add_argument('--vshift', type=int, default='15', help='');
+parser.add_argument('--data_dir', type=str, default='data/work', help='');
+parser.add_argument('--videofile', type=str, default='', help='');
+parser.add_argument('--reference', type=str, default='', help='');
+opt = parser.parse_args();
+
+setattr(opt,'avi_dir',os.path.join(opt.data_dir,'pyavi'))
+setattr(opt,'tmp_dir',os.path.join(opt.data_dir,'pytmp'))
+setattr(opt,'work_dir',os.path.join(opt.data_dir,'pywork'))
+setattr(opt,'crop_dir',os.path.join(opt.data_dir,'pycrop'))
+
+
+# ==================== LOAD MODEL AND FILE LIST ====================
+
+s = SyncNetInstance();
+
+s.loadParameters(opt.initial_model);
+#print("Model %s loaded."%opt.initial_model);
+
+flist = glob.glob(os.path.join(opt.crop_dir,opt.reference,'0*.avi'))
+flist.sort()
+
+# ==================== GET OFFSETS ====================
+
+dists = []
+for idx, fname in enumerate(flist):
+    offset, conf, dist = s.evaluate(opt,videofile=fname)
+    print (str(dist)+" "+str(conf))
+      
+# ==================== PRINT RESULTS TO FILE ====================
+
+#with open(os.path.join(opt.work_dir,opt.reference,'activesd.pckl'), 'wb') as fil:
+#    pickle.dump(dists, fil)
diff --git a/evaluation/scores_LSE/calculate_scores_real_videos.sh b/evaluation/scores_LSE/calculate_scores_real_videos.sh
new file mode 100644
index 0000000..bd02c95
--- /dev/null
+++ b/evaluation/scores_LSE/calculate_scores_real_videos.sh
@@ -0,0 +1,7 @@
+rm all_scores.txt
+yourfilenames=`ls $1`
+for eachfile in $yourfilenames
+do
+   python run_pipeline.py --videofile $eachfile --reference wav2lip --data_dir tmp_dir
+   python calculate_scores_real_videos.py --videofile $eachfile --reference wav2lip --data_dir /ssd_scratch/cvit/prajwalkr_rudra/tmp_dir >> all_scores.txt
+done