Upload 93 files

k400/b_1/best_pred.pkl

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k400/b_1/best_top1_acc_epoch_149.pth

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k400/b_2/best_pred.pkl

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k400/b_2/best_top1_acc_epoch_150.pth

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k400/b_3/best_pred.pkl

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k400/b_3/best_top1_acc_epoch_146.pth

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k400/bm/best_pred.pkl

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k400/bm/best_top1_acc_epoch_148.pth

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k400/j_1/best_pred.pkl

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k400/j_1/best_top1_acc_epoch_150.pth

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k400/j_2/best_pred.pkl

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k400/j_2/best_top1_acc_epoch_150.pth

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k400/j_3/best_pred.pkl

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k400/j_3/best_top1_acc_epoch_148.pth

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k400/jm/best_pred.pkl

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k400/jm/best_top1_acc_epoch_150.pth

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k400/k400_ensemble.py

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+from mmcv import load
+import sys
+# Note: please adjust the relative path according to the actual situation.
+sys.path.append('../..')
+from skeletonagent.smp import *
+
+
+j_1 = load('j_1/best_pred.pkl')
+b_1 = load('b_1/best_pred.pkl')
+k_1 = load('k_1/best_pred.pkl')
+j_2 = load('j_2/best_pred.pkl')
+b_2 = load('b_2/best_pred.pkl')
+k_2 = load('k_2/best_pred.pkl')
+j_3 = load('j_3/best_pred.pkl')
+b_3 = load('b_3/best_pred.pkl')
+k_3 = load('k_3/best_pred.pkl')
+label = load_label('/data/k400/k400_hrnet.pkl', 'val')
+
+
+"""
+***************
+InfoGCN  v1:
+j j b b k k
+2S:     52.24 / 75.93
+4S:     53.05 / 76.63
+6S:     53.49 / 76.72
+***************
+"""
+print('InfoGCN  v1:')
+print('j j b b k k')
+print('2S')
+fused = comb([j_1, b_1], [1, 1])
+print('Top-1', top1(fused, label))
+print('Top-5', topk(fused, label, 5))
+
+print('4S')
+fused = comb([j_1, j_3, b_1, b_2], [1, 1, 1, 1])
+print('Top-1', top1(fused, label))
+print('Top-5', topk(fused, label, 5))
+
+print('6S')
+fused = comb([j_1, j_3, b_1, b_2, k_1, k_3], [6, 6, 2, 2, 3, 3])
+print('Top-1', top1(fused, label))
+print('Top-5', topk(fused, label, 5))
+
+
+"""
+***************
+InfoGCN  v2:
+j j j b b b
+2S:     52.24 / 75.93
+4S:     52.98 / 76.79
+6S:     53.57 / 77.02
+***************
+"""
+print('InfoGCN  v2:')
+print('j b j b j b')
+print('2S')
+fused = comb([j_1, b_1], [1, 1])
+print('Top-1', top1(fused, label))
+print('Top-5', topk(fused, label, 5))
+
+print('4S')
+fused = comb([j_1, j_2, b_1, b_2], [9, 9, 4, 4])
+print('Top-1', top1(fused, label))
+print('Top-5', topk(fused, label, 5))
+
+print('6S')
+fused = comb([j_1, j_2, j_3, b_1, b_2, b_3], [9, 9, 9, 4, 4, 4])
+print('Top-1', top1(fused, label))
+print('Top-5', topk(fused, label, 5))

k400/k_1/best_pred.pkl

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k400/k_1/best_top1_acc_epoch_150.pth

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k400/k_2/best_pred.pkl

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k400/k_2/best_top1_acc_epoch_150.pth

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k400/k_3/best_pred.pkl

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k400/k_3/best_top1_acc_epoch_148.pth

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k400/km/best_pred.pkl

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k400/km/best_top1_acc_epoch_150.pth

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uav_csv1/b_1/best_pred.pkl

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uav_csv1/b_1/best_top1_acc_epoch_299.pth

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uav_csv1/b_2/best_pred.pkl

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uav_csv1/b_2/best_top1_acc_epoch_300.pth

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uav_csv1/bm/best_pred.pkl

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uav_csv1/bm/best_top1_acc_epoch_300.pth

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uav_csv1/j_1/best_pred.pkl

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uav_csv1/j_1/best_top1_acc_epoch_300.pth

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