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View Code? Open in Web Editor NEWThe Winner and Runner-up Trackers for VOT-2019 Challenges
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ingeniousfrog z7zuqer gyzcode maxizi amirunpri2018 dtm3302 styanddty sty-dty cy-sohn yangkang779vot2019's Issues
No such file or directory
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
No module named 'pytorch_fft' (pytorch==1.3.0)
SiamDW_T Pretrained Model
Google drive link is broken. Is it possible to renew it.
Paper issue
Is your paper “Online Deeper and Wider Siamese Networks for RGBT Visual Tracking” opened? Can I have a link?
Unexpected Keyword: use_sigmoid_cls
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)
Running SiamDW_D in default configuration
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
pip install mmcv pip uninstall -y mmcv
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?
About SiamDW_T's training code
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。
where is 'native' folder?
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.
No permission
THe link of SiamDW_T pretrained model is no permission??
CUDA out of memory
When I tested, the GPU continued to increase with the tracking process,until out of memory.Any help will be appreciated.
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