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View Code? Open in Web Editor NEWThe Winner and Runner-up Trackers for VOT-2019 Challenges
The Winner and Runner-up Trackers for VOT-2019 Challenges
In bash script install.h(row number 82) we have 'cd native/trax'. All previous commands were executed successfully. So, where is this folder should to be? I suppose, it must appear during install.sh executing, but as I said, all previous commands before 'cd native/trax' were executed successfully.
When I tested, the GPU continued to increase with the tracking process,until out of memory.Any help will be appreciated.
THe link of SiamDW_T pretrained model is no permission??
In SiamDW_D/libs/FPNlib/install.sh, there are following lines:
pip install mmcv
pip uninstall -y mmcv
What? install and uninstall, and it does nothing?
Google drive link is broken. Is it possible to renew it.
Hello folks,
I am currently trying to reproduce the results of SiamDW_D on the VOT2019RGBD dataset. It seems like there are some inconsistencies in the code and the configuration files. Precisely, the configs in FPNlib/configs do not match the code with the kwarg "use_sigmoid_cls". The trace of the problem can be seen below.
I will try to fix it myself for now, but it would be nice if you can update the repo, also to ensure I am using it the way it was intended. :)
Best,
Max
Exception has occurred: TypeError
__init__() got an unexpected keyword argument 'use_sigmoid_cls'
File "/home/maxi/siamdw_d/SiamDW_D/libs/FPNlib/mmdet/models/anchor_heads/rpn_head.py", line 16, in __init__
super(RPNHead, self).__init__(2, in_channels, **kwargs)
File "/home/maxi/siamdw_d/SiamDW_D/libs/FPNlib/mmdet/utils/registry.py", line 79, in build_from_cfg
return obj_cls(**args)
File "/home/maxi/siamdw_d/SiamDW_D/libs/FPNlib/mmdet/models/builder.py", line 15, in build
return build_from_cfg(cfg, registry, default_args)
File "/home/maxi/siamdw_d/SiamDW_D/libs/FPNlib/mmdet/models/builder.py", line 35, in build_head
return build(cfg, HEADS)
File "/home/maxi/siamdw_d/SiamDW_D/libs/FPNlib/mmdet/models/detectors/rpn.py", line 23, in __init__
self.rpn_head = builder.build_head(rpn_head)
File "/home/maxi/siamdw_d/SiamDW_D/libs/FPNlib/mmdet/utils/registry.py", line 79, in build_from_cfg
return obj_cls(**args)
File "/home/maxi/siamdw_d/SiamDW_D/libs/FPNlib/mmdet/models/builder.py", line 15, in build
return build_from_cfg(cfg, registry, default_args)
File "/home/maxi/siamdw_d/SiamDW_D/libs/FPNlib/mmdet/models/builder.py", line 43, in build_detector
return build(cfg, DETECTORS, dict(train_cfg=train_cfg, test_cfg=test_cfg))
File "/home/maxi/siamdw_d/SiamDW_D/libs/core/senet_far/senet_far.py", line 293, in initialize_rgbd
self.fpn_model = build_detector(self.fpn_cfg.model, test_cfg=self.fpn_cfg.test_cfg)
File "/home/maxi/siamdw_d/SiamDW_D/libs/core/far_fusion/far_fusion.py", line 17, in initialize_rgbd
self.tracker_senet.initialize_rgbd(raw_im, image, depth_im, state, *args, **kwargs)
File "/home/maxi/siamdw_d/SiamDW_D/libs/core/base/basetracker.py", line 118, in track_sequence_rgbd
self.initialize_rgbd(raw_im, image, depth_im, gt_bbox, init_online=False)
File "/home/maxi/siamdw_d/SiamDW_D/libs/core/tracker_test.py", line 38, in run
output_bb, execution_times, scores, record = tracker.track_sequence_rgbd(seq)
File "/home/maxi/siamdw_d/SiamDW_D/test/parallel_test.py", line 113, in one_test
tracked_bb, exec_times, scores, record = tracker.run(seq, rgbd_flag=args.rgbd_flag)
File "/home/maxi/siamdw_d/SiamDW_D/test/parallel_test.py", line 146, in <module>
one_test('0', 5)
Hi folks,
I want to run the SiamDW_D on the VOT2019-RGBD dataset in the standard configuration. The setup was successful, however, I still struggle to make the tracker run with the "parallel_test.py" script without making any changes. I downloaded the pretrained models. The delivered pretrained network seems to be different from the configuration in python parallel_test.py (see the screenshot and the error trace).
Can you provide either the model configuration that you have been using with the "networks/FPN/rpn_r50_fpn_2x.pth" network or the model parameters for the "../libs/FPNlib/configs/rpn_r50_fpn_1x.py" setup?
Thanks for taking care,
Max
Screenshot from "senet_far.py":
Tracker: far_fusion far_fusion 0 , Sequence: bicycle2_outside
longterm term tracking
Traceback (most recent call last):
File "/home/maxi/siamdw_d/SiamDW_D/libs/mmcv/runner/checkpoint.py", line 71, in load_state_dict
own_state[name].copy_(param)
RuntimeError: The size of tensor a (6) must match the size of tensor b (3) at non-singleton dimension 0
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/home/maxi/.vscode/extensions/ms-python.python-2020.2.64397/pythonFiles/ptvsd_launcher.py", line 48, in <module>
main(ptvsdArgs)
File "/home/maxi/.vscode/extensions/ms-python.python-2020.2.64397/pythonFiles/lib/python/old_ptvsd/ptvsd/__main__.py", line 432, in main
run()
File "/home/maxi/.vscode/extensions/ms-python.python-2020.2.64397/pythonFiles/lib/python/old_ptvsd/ptvsd/__main__.py", line 316, in run_file
runpy.run_path(target, run_name='__main__')
File "/home/maxi/anaconda3/envs/siamdwd/lib/python3.6/runpy.py", line 263, in run_path
pkg_name=pkg_name, script_name=fname)
File "/home/maxi/anaconda3/envs/siamdwd/lib/python3.6/runpy.py", line 96, in _run_module_code
mod_name, mod_spec, pkg_name, script_name)
File "/home/maxi/anaconda3/envs/siamdwd/lib/python3.6/runpy.py", line 85, in _run_code
exec(code, run_globals)
File "/home/maxi/siamdw_d/SiamDW_D/test/parallel_test.py", line 146, in <module>
one_test('0', 5)
File "/home/maxi/siamdw_d/SiamDW_D/test/parallel_test.py", line 113, in one_test
tracked_bb, exec_times, scores, record = tracker.run(seq, rgbd_flag=args.rgbd_flag)
File "/home/maxi/siamdw_d/SiamDW_D/libs/core/tracker_test.py", line 38, in run
output_bb, execution_times, scores, record = tracker.track_sequence_rgbd(seq)
File "/home/maxi/siamdw_d/SiamDW_D/libs/core/base/basetracker.py", line 118, in track_sequence_rgbd
self.initialize_rgbd(raw_im, image, depth_im, gt_bbox, init_online=False)
File "/home/maxi/siamdw_d/SiamDW_D/libs/core/far_fusion/far_fusion.py", line 17, in initialize_rgbd
self.tracker_senet.initialize_rgbd(raw_im, image, depth_im, state, *args, **kwargs)
File "/home/maxi/siamdw_d/SiamDW_D/libs/core/senet_far/senet_far.py", line 294, in initialize_rgbd
load_checkpoint(self.fpn_model, checkpoint, map_location='cpu')
File "/home/maxi/siamdw_d/SiamDW_D/libs/mmcv/runner/checkpoint.py", line 152, in load_checkpoint
load_state_dict(model, state_dict, strict, logger)
File "/home/maxi/siamdw_d/SiamDW_D/libs/mmcv/runner/checkpoint.py", line 77, in load_state_dict
name, own_state[name].size(), param.size()))
RuntimeError: While copying the parameter named rpn_head.rpn_cls.weight, whose dimensions in the model are torch.Size([6, 256, 1, 1]) and whose dimensions in the checkpoint are torch.Size([3, 256, 1, 1]).
[1] 29230 terminated env PYTHONIOENCODING=UTF-8 PYTHONUNBUFFERED=1 --default --client --host
Is your paper “Online Deeper and Wider Siamese Networks for RGBT Visual Tracking” opened? Can I have a link?
Hi dear
I want to run SiamDW_LT demo but gives thiss errror:
bash: cd: native/trax/support/python: No such file or directory
.
thank you for or help
HI, 您好:
最近在研究RGBT跟踪,参考了去年的VOT2019竞赛,SiamDW_T获得了十分优异的结果,拜读代码,只发现了测试代码,难道训练是和SiamDW一样?还请大佬告知,感激不尽。
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