diff --git a/media/RESULTS.md b/media/RESULTS.md
index 9b16064..fa7b2ac 100644
--- a/media/RESULTS.md
+++ b/media/RESULTS.md
@@ -1298,270 +1298,270 @@ Results of the model in various experiments on different datasets. \
 
 ```json
 {
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-  "avg_time_2d": 0.011720242732908668,
-  "avg_time_3d": 0.00044612768219738473,
-  "avg_fps": 82.1937821947601
+  "img_loading": 0.03691577039113859,
+  "avg_time_2d": 0.012780087750132492,
+  "avg_time_3d": 0.0005443567182959579,
+  "avg_fps": 75.05003322048029
 }
 {
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     "invalid_preds": 12,
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+    "missing": 59,
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   }
 }
 {
   "total_parts": 20444,
-  "correct_parts": 18543,
-  "pcp": 0.907014
+  "correct_parts": 18662,
+  "pcp": 0.912835
 }
 ```
 
@@ -1569,270 +1569,270 @@ Results of the model in various experiments on different datasets. \
 
 ```json
 {
-  "img_loading": 0.10676310062408448,
-  "avg_time_2d": 0.03742315594742938,
-  "avg_time_3d": 0.0021045940678294114,
-  "avg_fps": 25.29868256133913
+  "img_loading": 0.114754035414719,
+  "avg_time_2d": 0.03988202955664658,
+  "avg_time_3d": 0.002105511107095858,
+  "avg_fps": 23.816589021217226
 }
 {
   "person_nums": {
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+    "total_preds": 1497,
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-  "pcp": 0.99056
+  "correct_parts": 20312,
+  "pcp": 0.993543
 }
 ```
 
@@ -2657,10 +2657,10 @@ Results of the model in various experiments on different datasets. \
 
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@@ -2717,14 +2717,14 @@ Results of the model in various experiments on different datasets. \
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@@ -2733,14 +2733,14 @@ Results of the model in various experiments on different datasets. \
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@@ -2749,14 +2749,14 @@ Results of the model in various experiments on different datasets. \
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@@ -2765,14 +2765,14 @@ Results of the model in various experiments on different datasets. \
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@@ -2781,46 +2781,46 @@ Results of the model in various experiments on different datasets. \
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@@ -2829,14 +2829,14 @@ Results of the model in various experiments on different datasets. \
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@@ -2845,63 +2845,63 @@ Results of the model in various experiments on different datasets. \
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@@ -2909,18 +2909,18 @@ Results of the model in various experiments on different datasets. \
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-  "correct_parts": 2792,
-  "pcp": 0.997143
+  "correct_parts": 2794,
+  "pcp": 0.997857
 }
 ```
 
@@ -2928,10 +2928,10 @@ Results of the model in various experiments on different datasets. \
 
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@@ -3084,78 +3084,78 @@ Results of the model in various experiments on different datasets. \
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@@ -3164,15 +3164,15 @@ Results of the model in various experiments on different datasets. \
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     "count": 200,
-    "mean": 0.030479,
-    "median": 0.028245,
-    "std": 0.01456,
-    "sem": 0.001032,
-    "min": 0.002425,
-    "max": 0.08483,
-    "recall-0.025": 0.425,
-    "recall-0.05": 0.885,
+    "mean": 0.029453,
+    "median": 0.026452,
+    "std": 0.014213,
+    "sem": 0.001008,
+    "min": 0.00232,
+    "max": 0.070431,
+    "recall-0.025": 0.44,
+    "recall-0.05": 0.875,
     "recall-0.1": 1.0,
     "recall-0.15": 1.0,
     "recall-0.25": 1.0,
@@ -5116,14 +5116,14 @@ Results of the model in various experiments on different datasets. \
   },
   "shoulder_middle": {
     "count": 200,
-    "mean": 0.019078,
-    "median": 0.0176,
-    "std": 0.010333,
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-    "max": 0.059409,
-    "recall-0.025": 0.775,
-    "recall-0.05": 0.99,
+    "mean": 0.018994,
+    "median": 0.01728,
+    "std": 0.010081,
+    "sem": 0.000715,
+    "min": 0.000812,
+    "max": 0.049805,
+    "recall-0.025": 0.74,
+    "recall-0.05": 1.0,
     "recall-0.1": 1.0,
     "recall-0.15": 1.0,
     "recall-0.25": 1.0,
@@ -5132,15 +5132,15 @@ Results of the model in various experiments on different datasets. \
   },
   "head": {
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-    "median": 0.029643,
-    "std": 0.019637,
-    "sem": 0.001392,
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-    "max": 0.116594,
-    "recall-0.025": 0.39,
-    "recall-0.05": 0.805,
-    "recall-0.1": 0.995,
+    "mean": 0.033163,
+    "median": 0.029328,
+    "std": 0.018893,
+    "sem": 0.001339,
+    "min": 0.004732,
+    "max": 0.105475,
+    "recall-0.025": 0.395,
+    "recall-0.05": 0.815,
+    "recall-0.1": 0.99,
     "recall-0.15": 1.0,
     "recall-0.25": 1.0,
     "recall-0.5": 1.0,
@@ -5148,50 +5148,50 @@ Results of the model in various experiments on different datasets. \
   },
   "body_errors": {
     "body": {
-      "count": 5199,
-      "mean": 0.030417,
-      "median": 0.023816,
-      "std": 0.025799,
-      "sem": 0.001829,
-      "min": 0.002788,
-      "max": 0.180935,
+      "count": 5197,
+      "mean": 0.030187,
+      "median": 0.023862,
+      "std": 0.02596,
+      "sem": 0.001841,
+      "min": 0.00301,
+      "max": 0.189787,
       "num_labels": 5200
     },
     "face": {
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-      "mean": 0.049165,
-      "median": 0.03943,
-      "std": 0.035187,
-      "sem": 0.002495,
-      "min": 0.005063,
-      "max": 0.23394,
+      "count": 13596,
+      "mean": 0.04971,
+      "median": 0.040198,
+      "std": 0.035404,
+      "sem": 0.00251,
+      "min": 0.005139,
+      "max": 0.237957,
       "num_labels": 13600
     },
     "hand": {
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-      "sem": 0.004622,
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+      "count": 8367,
+      "mean": 0.048156,
+      "median": 0.027426,
+      "std": 0.06001,
+      "sem": 0.004263,
+      "min": 0.00287,
+      "max": 0.385693,
       "num_labels": 8400
     }
   },
   "joint_recalls": {
     "num_labels": 27200,
-    "recall-0.025": 0.40893,
-    "recall-0.05": 0.70327,
-    "recall-0.1": 0.9104,
-    "recall-0.15": 0.96232,
-    "recall-0.25": 0.98871,
-    "recall-0.5": 0.99938
+    "recall-0.025": 0.40169,
+    "recall-0.05": 0.70272,
+    "recall-0.1": 0.90963,
+    "recall-0.15": 0.96401,
+    "recall-0.25": 0.98974,
+    "recall-0.5": 0.99853
   }
 }
 {
   "total_parts": 2800,
-  "correct_parts": 2791,
-  "pcp": 0.996786
+  "correct_parts": 2790,
+  "pcp": 0.996429
 }
 ```