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group_reid's Issues

关于在复现时遇到的疑惑

第一,我在一张2080ti显卡上测试过程中发现每张图片都要花费十分钟左右的时间,测试完一轮耗时12天,我能否从test中选取一定数量的实例作为query,这样和最终的精度会差别大吗?第二,我测试完成后发现对于人物识别的mAP指标只有40.4%,和您给出的64.2%差距较大, 我目前还没找到原因。

是否能提供论文中用到的其他数据集?

你好,我正在复现这篇论文,但遇到了一个难题。文中用到了iLID-MCTS, DukeMTMC Group,RoadGroup数据集用于对比性能。但我并未能在引用的原论文和网络中找到它们,如dukermtmc数据集已经被撤回。请问是否能够提供这些数据集呢?无论是否能提供,还望您能够回复,这对我的帮助很大

运行错误

您好 运行时遇到错误,请问应该修改哪个地方呢
......
image 1723, time : 118.384021
Computing CMC and mAP
(1724, 6720) (1724,) (6720,) (1724,) (6720,)
(1724, 6720)
(1724, 6720)
Group Reid Results ----------
mAP: 64.3%
CMC curve
Rank-1 : 66.1%
Rank-5 : 77.7%
Rank-10 : 82.1%
Rank-20 : 85.8%

(8620, 33600) (8620,) (33600,) (8620,) (33600,)
Traceback (most recent call last):
File "main_group_gcn_siamese_part_half_fulltest_sink.py", line 687, in
main()
File "main_group_gcn_siamese_part_half_fulltest_sink.py", line 232, in main
rank1 = test_gcn_person_batch(model, queryloader, querygalleryloader, galleryloader, args.pool, use_gpu)
File "main_group_gcn_siamese_part_half_fulltest_sink.py", line 676, in test_gcn_person_batch
cmc_p, mAP_p = evaluate_person(distmat_p, q_pids_p, g_pids_p, q_camids_p, g_camids_p)
File "/share/home/shyyx2/Greid/code/group_reid/eval_metrics.py", line 90, in evaluate_person
remove = (g_pids[order] == q_pid) & (g_camids[order] == q_camid)
TypeError: eq() received an invalid combination of arguments - got (numpy.ndarray), but expected one of:

  • (Tensor other)
    didn't match because some of the arguments have invalid types: (!numpy.ndarray!)
  • (Number other)
    didn't match because some of the arguments have invalid types: (!numpy.ndarray!)

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