Lifestyle, Americas, Special Report
Posted: 08 Jun 2022 09:26
The baseline method uses a 3D CNN inspired from (Martin et al., 2019a, 2018). We adjusted the method to answer both proposed subtasks of this year’s edition (Martin et al., 2021): stroke detection and stroke classification from videos of the TTStroke-21 corpus. In order to perform classification and detection, we consider the model architecture presented in Fig. 1. For each subtask, a distinct model has been trained on the train set. We train both using a stochastic gradient approach with a Nesterov momentum of 0.5 (Nesterov, 2004), a weight decay of 0.005 (Hanson and Pratt, 1988) and a constant learning rate of 0.0001. Both models are trained over 500 epochs. The objective function is the cross-entropy loss of the output processed by the softmax function (eq. At each epoch, the model is validated on the validation set. The model performing the best on this set is saved. Then evaluated on the test set. For the detection task, we inferred Non-stroke segments from the annotated Stroke segments.
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6014344 3405316
4210506 5945735
7916304 482140
575905 8454439
2739238 268271
9312593 8356074
9201966 6804779
316556 1039657
1376363 3570783
4132447 2551737
3541926 9677776
2343567 8365020
8390056 2729141
1193451 8400493
6514800 8155323
7688984 4402823
7672086 7407014
9892507 8265121
6781422 9811787
5616753 2398951
127104 5469351
6249489 5727359
9732332 9005838
4927833 1421787
6387181 6551748
770792 4945660
4268815 765627
3397187 3528273
2658786 1264210
4449210 636779
2700809 298339
5330424 1558236
9677738 6010380
2887902 8677839
3778357 8130782
7248984 7549198
4808823 3443383
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1698308 1785008
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1089730 9152593
1103210 7592172
9177885 2456071
6386046 270962
5932982 3356681
8038223 1844998
8207613 5958946
3237110 8988499
815581 9037929
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3503825 7811996
5060846 9314421
566565 8847780
https://q8mazad.com/vb/showthread.php?p ... ost4234524
https://forums.hotciti.com/viewtopic.php?f=19&t=574757
http://hdkinobig.ru/forums/topic/world- ... ial-report
https://huntfishbrag.com/forums/topic/e ... al-report/
http://www.backcountrybinders.com/forum ... post933913
https://gundemdengelismeler.com/24081-a ... post522862
https://bithispano.com/showthread.php?t ... #pid393606
https://cleanhouseclan.com/showthread.php?tid=370177
https://nulledboard.com/Topic-Special-R ... as-Opinion
http://www.reo14.moe.go.th/phpBB3/viewt ... &t=3375228
http://reacharound.club/viewtopic.php?f=4&t=89344
http://forum.dahouse.ir/thread-396080.html
http://www.aablogger.com/index.php/marc ... ent-209765
http://pe.lprvault.com/showthread.php?t ... 5#pid82145
https://forums.hotciti.com/viewtopic.php?f=19&t=574967