Update sample

sample

@@ -1,114 +1,16 @@
-train accuracy
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-
-Testing DataLoader 0: 100% 590/590 [00:18<00:00, 32.52it/s]num_classes: 7
-per_face_accuracy: 0.5899062178131945
-class_1_acc: 0.5705482698688576
-class_2_acc: 0.9057858567945023
-class_3_acc: 0.33861834654586637
-class_4_acc: 0.3665283540802213
-class_5_acc: 0.4549301735082522
-class_6_acc: 0.4173469387755102
-class_7_acc: 0.45702005730659023
-per_class_accuracy: 0.5015397138399714
-IoU: 0.33042782010594945
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-test_accuracy
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-
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-Testing DataLoader 0: 100% 72/72 [00:03<00:00, 18.58it/s]num_classes: 7
-per_face_accuracy: 0.5375796178343949
-class_1_acc: 0.5367647058823529
-class_2_acc: 0.9249146757679181
-class_3_acc: 0.09885931558935361
-class_4_acc: 0.29896907216494845
-class_5_acc: 0.36097560975609755
-class_6_acc: 0.384
-class_7_acc: 0.4420289855072464
-per_class_accuracy: 0.43521605209541675
-IoU: 0.2786472821122044
-per_file_accuracy:
-file_id_691: 0.46153849363327026
-file_id_679: 0.7272727489471436
-file_id_719: 0.25
-file_id_666: 0.4399999976158142
-file_id_696: 0.4166666865348816
-file_id_675: 0.3055555522441864
-file_id_706: 0.6341463327407837
-file_id_723: 0.7045454978942871
-file_id_699: 0.884615421295166
-file_id_710: 0.5
-file_id_731: 0.6666666865348816
-file_id_707: 0.6666666865348816
-file_id_672: 0.6875
-file_id_727: 0.5
-file_id_703: 0.52173912525177
-file_id_716: 0.41999998688697815
-file_id_717: 0.9677419066429138
-file_id_704: 0.9259259104728699
-file_id_700: 0.8333333730697632
-file_id_724: 0.4000000059604645
-file_id_729: 0.75
-file_id_725: 0.71875
-file_id_713: 0.5
-file_id_730: 0.75
-file_id_684: 0.5333333611488342
-file_id_690: 0.7058823704719543
-file_id_728: 0.04838709533214569
-file_id_732: 0.9166666865348816
-file_id_698: 0.6666666865348816
-file_id_674: 0.6315789222717285
-file_id_726: 0.8076923489570618
-file_id_693: 0.5
-file_id_662: 0.9166666865348816
-file_id_677: 0.78125
-file_id_692: 0.6666666865348816
-file_id_708: 0.6363636255264282
-file_id_686: 0.575757622718811
-file_id_685: 0.7692307829856873
-file_id_667: 0.31481480598449707
-file_id_701: 0.375
-file_id_715: 0.5909091234207153
-file_id_733: 0.20370370149612427
-file_id_712: 0.4523809552192688
-file_id_678: 0.6666666865348816
-file_id_689: 0.6000000238418579
-file_id_670: 1.0
-file_id_687: 0.7333333492279053
-file_id_711: 0.3658536374568939
-file_id_681: 0.45000001788139343
-file_id_668: 0.8636363744735718
-file_id_694: 0.28125
-file_id_671: 0.944444477558136
-file_id_714: 0.699999988079071
-file_id_722: 0.6363636255264282
-file_id_669: 0.523809552192688
-file_id_709: 0.21052631735801697
-file_id_688: 0.28947368264198303
-file_id_683: 0.65625
-file_id_697: 0.5
-file_id_676: 0.53125
-file_id_682: 0.1666666716337204
-file_id_702: 0.4599999785423279
-file_id_680: 0.41379308700561523
-file_id_665: 0.692307710647583
-file_id_695: 0.5625
-file_id_718: 0.5
-file_id_721: 0.8125
-file_id_673: 0.8125
-file_id_664: 0.42500001192092896
-file_id_720: 0.8333333730697632
-file_id_663: 0.7333333492279053
-file_id_705: 0.3863636553287506
-Testing DataLoader 0: 100% 72/72
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+[02:14, 03/03/2026] navinshrivatsan: In your data , 1 file (one of the value got out of range ) , when inspecting the input file , that file got removed 
+So testing on 49 files
+
+Result:
+
+per_face_accuracy: 0.6434782608695652
+class_1_acc: 0.5977564102564102
+class_2_acc: 0.928416485900217
+class_3_acc: 0.37264150943396224
+class_4_acc: 0.22641509433962265
+class_5_acc: 0.6387832699619772
+class_6_acc: 0.6504992867332382
+class_7_acc: 0.5185185185185185
+per_class_accuracy: 0.5618615107348494
+IoU: 0.40692656027798174
+[02:14, 03/03/2026] navinshrivatsan: accuracy - 64.34%