mcmingchang/yolox_keypoint_segment

yolox_keypoint_segment's Issues

道路分割

请问这个可以用在道路分割上吗? 感谢

每个关键点的score应该怎么得出来啊

每个关键点的score应该怎么得出来啊

about the traindata

关于关键点评估的请教

您好，我看了您的程序，发现您是把关键点的评估注释掉了是吗？
我看了Ti的那个yolo-pose的程序，好像也没有对关键点的评估。
那请问您是基于什么原因去掉了关键点的评估呢？

After one epoch of successful training, get this error message. what could be the reason?

2023-05-01 15:16:45 | INFO | yolox.core.trainer:259 - epoch: 2/300, iter: 250/313, mem: 11174Mb, iter_time: 3.676s, data_time: 3.100s, total_loss: 8.0, iou_loss: 3.3, l1_loss: 0.0, conf_loss: 3.4, cls_loss: 0.9, seg_loss: 0.3, lr: 1.294e-03, size: 384, ETA: 4 days, 0:29:34

Traceback (most recent call last):
File “/opt/conda/lib/python3.9/runpy.py”, line 197, in _run_module_as_main
return _run_code(code, main_globals, None,
File “/opt/conda/lib/python3.9/runpy.py”, line 87, in _run_code
exec(code, run_globals)
File “/workspace/tools/train.py”, line 191, in
launch(
File “/workspace/yolox/core/launch.py”, line 82, in launch
mp.start_processes(
File “/opt/conda/lib/python3.9/site-packages/torch/multiprocessing/spawn.py”, line 198, in start_processes
while not context.join():
File “/opt/conda/lib/python3.9/site-packages/torch/multiprocessing/spawn.py”, line 140, in join
raise ProcessExitedException(
torch.multiprocessing.spawn.ProcessExitedException: process 0 terminated with signal SIGKILL
root@e7968c684346:/workspace# /opt/conda/lib/python3.9/multiprocessing/resource_tracker.py:216: UserWarning: resource_tracker: There appear to be 8 leaked semaphore objects to clean up at shutdown
warnings.warn('resource_tracker: There appear to be %d ’

想请教一下您在Softgroup中通过随机降采样分割的数据增强优化

您好，老哥。想请教一下老哥你通过随即降采样来进行数据增强后改进SoftGroup的一些代码的问题。方便留个邮箱交流一下吗？

yolox-seg pre-trained model

Thanks a lot for your work.

Do you mind share with us a pre-trained yolox-seg model?

Thx a lot!

pretrained model for yolox_seg

Hello, you do not seem to provide a pretrained model for YOLOX segmentation. Are you planning to release that soon?

I Can not run the demo.py

I already download the standard pretrain weights, and do as the README, I run the cmd "python tools/demo_old.py image -n yolox-s -c weights/yolox_s.pth --path assets/dog.jpg --conf 0.25 --nms 0.45 --tsize 640 --save_result --device cpu",
the error is :
AttributeError: 'YOLOXHead' object has no attribute 'strides'
How can I fix this?

Problem when installing yolox

I see this AssertionError when installing yolox when calling the pip install -v -e . step.
I previously used python3.9, where I had the same issue. I hoped that downgrading to Python3.8 would solve it, but it didn't. I downgraded from setuptools69.1.1 to setuptools-62.6.0.
What else could I try to make it work?
`
(.venv) (base) ubuntu@ip-10-150-129-58:~/yolox_keypoint_segment$ python -m pip install -v -e .
Using pip 24.0 from /home/ubuntu/yolox_keypoint_segment/.venv/lib/python3.8/site-packages/pip (python 3.8)
Obtaining file:///home/ubuntu/yolox_keypoint_segment
Running command python setup.py egg_info
running egg_info
creating /tmp/pip-pip-egg-info-rvow2iur/yolox.egg-info
writing /tmp/pip-pip-egg-info-rvow2iur/yolox.egg-info/PKG-INFO
writing dependency_links to /tmp/pip-pip-egg-info-rvow2iur/yolox.egg-info/dependency_links.txt
writing requirements to /tmp/pip-pip-egg-info-rvow2iur/yolox.egg-info/requires.txt
writing top-level names to /tmp/pip-pip-egg-info-rvow2iur/yolox.egg-info/top_level.txt
writing manifest file '/tmp/pip-pip-egg-info-rvow2iur/yolox.egg-info/SOURCES.txt'
package init file 'exps/default/init.py' not found (or not a regular file)
reading manifest file '/tmp/pip-pip-egg-info-rvow2iur/yolox.egg-info/SOURCES.txt'
adding license file 'LICENSE'
writing manifest file '/tmp/pip-pip-egg-info-rvow2iur/yolox.egg-info/SOURCES.txt'
Preparing metadata (setup.py) ... done
Requirement already satisfied: numpy in ./.venv/lib/python3.8/site-packages (from yolox==0.3.0) (1.24.4)
Requirement already satisfied: torch>=1.7 in ./.venv/lib/python3.8/site-packages (from yolox==0.3.0) (2.2.1)
Requirement already satisfied: opencv_python in ./.venv/lib/python3.8/site-packages (from yolox==0.3.0) (4.9.0.80)
Requirement already satisfied: loguru in ./.venv/lib/python3.8/site-packages (from yolox==0.3.0) (0.7.2)
Requirement already satisfied: scikit-image in ./.venv/lib/python3.8/site-packages (from yolox==0.3.0) (0.21.0)
Requirement already satisfied: tqdm in ./.venv/lib/python3.8/site-packages (from yolox==0.3.0) (4.66.2)
Requirement already satisfied: torchvision in ./.venv/lib/python3.8/site-packages (from yolox==0.3.0) (0.17.1)
Requirement already satisfied: Pillow in ./.venv/lib/python3.8/site-packages (from yolox==0.3.0) (10.2.0)
Requirement already satisfied: thop in ./.venv/lib/python3.8/site-packages (from yolox==0.3.0) (0.1.1.post2209072238)
Requirement already satisfied: ninja in ./.venv/lib/python3.8/site-packages (from yolox==0.3.0) (1.11.1.1)
Requirement already satisfied: tabulate in ./.venv/lib/python3.8/site-packages (from yolox==0.3.0) (0.9.0)
Requirement already satisfied: tensorboard in ./.venv/lib/python3.8/site-packages (from yolox==0.3.0) (2.14.0)
Requirement already satisfied: pycocotools>=2.0.2 in ./.venv/lib/python3.8/site-packages (from yolox==0.3.0) (2.0.7)
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Requirement already satisfied: onnxruntime==1.8.0 in ./.venv/lib/python3.8/site-packages (from yolox==0.3.0) (1.8.0)
Requirement already satisfied: onnx-simplifier==0.3.5 in ./.venv/lib/python3.8/site-packages (from yolox==0.3.0) (0.3.5)
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Requirement already satisfied: onnxoptimizer>=0.2.5 in ./.venv/lib/python3.8/site-packages (from onnx-simplifier==0.3.5->yolox==0.3.0) (0.3.13)
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Requirement already satisfied: matplotlib>=2.1.0 in ./.venv/lib/python3.8/site-packages (from pycocotools>=2.0.2->yolox==0.3.0) (3.7.5)
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Requirement already satisfied: nvidia-cudnn-cu12==8.9.2.26 in ./.venv/lib/python3.8/site-packages (from torch>=1.7->yolox==0.3.0) (8.9.2.26)
Requirement already satisfied: nvidia-cublas-cu12==12.1.3.1 in ./.venv/lib/python3.8/site-packages (from torch>=1.7->yolox==0.3.0) (12.1.3.1)
Requirement already satisfied: nvidia-cufft-cu12==11.0.2.54 in ./.venv/lib/python3.8/site-packages (from torch>=1.7->yolox==0.3.0) (11.0.2.54)
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Requirement already satisfied: nvidia-cusolver-cu12==11.4.5.107 in ./.venv/lib/python3.8/site-packages (from torch>=1.7->yolox==0.3.0) (11.4.5.107)
Requirement already satisfied: nvidia-cusparse-cu12==12.1.0.106 in ./.venv/lib/python3.8/site-packages (from torch>=1.7->yolox==0.3.0) (12.1.0.106)
Requirement already satisfied: nvidia-nccl-cu12==2.19.3 in ./.venv/lib/python3.8/site-packages (from torch>=1.7->yolox==0.3.0) (2.19.3)
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Requirement already satisfied: packaging>=21 in ./.venv/lib/python3.8/site-packages (from scikit-image->yolox==0.3.0) (23.2)
Requirement already satisfied: lazy_loader>=0.2 in ./.venv/lib/python3.8/site-packages (from scikit-image->yolox==0.3.0) (0.3)
Requirement already satisfied: absl-py>=0.4 in ./.venv/lib/python3.8/site-packages (from tensorboard->yolox==0.3.0) (2.1.0)
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Requirement already satisfied: google-auth-oauthlib<1.1,>=0.5 in ./.venv/lib/python3.8/site-packages (from tensorboard->yolox==0.3.0) (1.0.0)
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Requirement already satisfied: setuptools>=41.0.0 in ./.venv/lib/python3.8/site-packages (from tensorboard->yolox==0.3.0) (62.6.0)
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Requirement already satisfied: pyasn1-modules>=0.2.1 in ./.venv/lib/python3.8/site-packages (from google-auth<3,>=1.6.3->tensorboard->yolox==0.3.0) (0.3.0)
Requirement already satisfied: rsa<5,>=3.1.4 in ./.venv/lib/python3.8/site-packages (from google-auth<3,>=1.6.3->tensorboard->yolox==0.3.0) (4.9)
Requirement already satisfied: requests-oauthlib>=0.7.0 in ./.venv/lib/python3.8/site-packages (from google-auth-oauthlib<1.1,>=0.5->tensorboard->yolox==0.3.0) (1.3.1)
Requirement already satisfied: importlib-metadata>=4.4 in ./.venv/lib/python3.8/site-packages (from markdown>=2.6.8->tensorboard->yolox==0.3.0) (7.0.1)
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Requirement already satisfied: cycler>=0.10 in ./.venv/lib/python3.8/site-packages (from matplotlib>=2.1.0->pycocotools>=2.0.2->yolox==0.3.0) (0.12.1)
Requirement already satisfied: fonttools>=4.22.0 in ./.venv/lib/python3.8/site-packages (from matplotlib>=2.1.0->pycocotools>=2.0.2->yolox==0.3.0) (4.49.0)
Requirement already satisfied: kiwisolver>=1.0.1 in ./.venv/lib/python3.8/site-packages (from matplotlib>=2.1.0->pycocotools>=2.0.2->yolox==0.3.0) (1.4.5)
Requirement already satisfied: pyparsing>=2.3.1 in ./.venv/lib/python3.8/site-packages (from matplotlib>=2.1.0->pycocotools>=2.0.2->yolox==0.3.0) (3.1.1)
Requirement already satisfied: python-dateutil>=2.7 in ./.venv/lib/python3.8/site-packages (from matplotlib>=2.1.0->pycocotools>=2.0.2->yolox==0.3.0) (2.9.0.post0)
Requirement already satisfied: importlib-resources>=3.2.0 in ./.venv/lib/python3.8/site-packages (from matplotlib>=2.1.0->pycocotools>=2.0.2->yolox==0.3.0) (6.1.2)
Requirement already satisfied: charset-normalizer<4,>=2 in ./.venv/lib/python3.8/site-packages (from requests<3,>=2.21.0->tensorboard->yolox==0.3.0) (3.3.2)
Requirement already satisfied: idna<4,>=2.5 in ./.venv/lib/python3.8/site-packages (from requests<3,>=2.21.0->tensorboard->yolox==0.3.0) (3.6)
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Requirement already satisfied: certifi>=2017.4.17 in ./.venv/lib/python3.8/site-packages (from requests<3,>=2.21.0->tensorboard->yolox==0.3.0) (2024.2.2)
Requirement already satisfied: MarkupSafe>=2.1.1 in ./.venv/lib/python3.8/site-packages (from werkzeug>=1.0.1->tensorboard->yolox==0.3.0) (2.1.5)
Requirement already satisfied: mpmath>=0.19 in ./.venv/lib/python3.8/site-packages (from sympy->torch>=1.7->yolox==0.3.0) (1.3.0)
Requirement already satisfied: zipp>=0.5 in ./.venv/lib/python3.8/site-packages (from importlib-metadata>=4.4->markdown>=2.6.8->tensorboard->yolox==0.3.0) (3.17.0)
Requirement already satisfied: pyasn1<0.6.0,>=0.4.6 in ./.venv/lib/python3.8/site-packages (from pyasn1-modules>=0.2.1->google-auth<3,>=1.6.3->tensorboard->yolox==0.3.0) (0.5.1)
Requirement already satisfied: oauthlib>=3.0.0 in ./.venv/lib/python3.8/site-packages (from requests-oauthlib>=0.7.0->google-auth-oauthlib<1.1,>=0.5->tensorboard->yolox==0.3.0) (3.2.2)
Installing collected packages: yolox
Running setup.py develop for yolox
Running command python setup.py develop
running develop
running egg_info
writing yolox.egg-info/PKG-INFO
writing dependency_links to yolox.egg-info/dependency_links.txt
writing requirements to yolox.egg-info/requires.txt
writing top-level names to yolox.egg-info/top_level.txt
/home/ubuntu/yolox_keypoint_segment/.venv/lib/python3.8/site-packages/setuptools/command/easy_install.py:144: EasyInstallDeprecationWarning: easy_install command is deprecated. Use build and pip and other standards-based tools.
warnings.warn(
/home/ubuntu/yolox_keypoint_segment/.venv/lib/python3.8/site-packages/setuptools/command/install.py:34: SetuptoolsDeprecationWarning: setup.py install is deprecated. Use build and pip and other standards-based tools.
warnings.warn(
package init file 'exps/default/init.py' not found (or not a regular file)
reading manifest file 'yolox.egg-info/SOURCES.txt'
adding license file 'LICENSE'
writing manifest file 'yolox.egg-info/SOURCES.txt'
running build_ext
building 'yolox.layers.fast_cocoeval' extension
Emitting ninja build file /home/ubuntu/yolox_keypoint_segment/build/temp.linux-x86_64-cpython-38/build.ninja...
Traceback (most recent call last):
File "", line 2, in
File "", line 34, in
File "/home/ubuntu/yolox_keypoint_segment/setup.py", line 64, in
setuptools.setup(
File "/home/ubuntu/yolox_keypoint_segment/.venv/lib/python3.8/site-packages/setuptools/init.py", line 87, in setup
return distutils.core.setup(**attrs)
File "/home/ubuntu/yolox_keypoint_segment/.venv/lib/python3.8/site-packages/setuptools/_distutils/core.py", line 177, in setup
return run_commands(dist)
File "/home/ubuntu/yolox_keypoint_segment/.venv/lib/python3.8/site-packages/setuptools/_distutils/core.py", line 193, in run_commands
dist.run_commands()
File "/home/ubuntu/yolox_keypoint_segment/.venv/lib/python3.8/site-packages/setuptools/_distutils/dist.py", line 968, in run_commands
self.run_command(cmd)
File "/home/ubuntu/yolox_keypoint_segment/.venv/lib/python3.8/site-packages/setuptools/dist.py", line 1229, in run_command
super().run_command(command)
File "/home/ubuntu/yolox_keypoint_segment/.venv/lib/python3.8/site-packages/setuptools/_distutils/dist.py", line 987, in run_command
cmd_obj.run()
File "/home/ubuntu/yolox_keypoint_segment/.venv/lib/python3.8/site-packages/setuptools/command/develop.py", line 34, in run
self.install_for_development()
File "/home/ubuntu/yolox_keypoint_segment/.venv/lib/python3.8/site-packages/setuptools/command/develop.py", line 114, in install_for_development
self.run_command('build_ext')
File "/home/ubuntu/yolox_keypoint_segment/.venv/lib/python3.8/site-packages/setuptools/_distutils/cmd.py", line 317, in run_command
self.distribution.run_command(command)
File "/home/ubuntu/yolox_keypoint_segment/.venv/lib/python3.8/site-packages/setuptools/dist.py", line 1229, in run_command
super().run_command(command)
File "/home/ubuntu/yolox_keypoint_segment/.venv/lib/python3.8/site-packages/setuptools/_distutils/dist.py", line 987, in run_command
cmd_obj.run()
File "/home/ubuntu/yolox_keypoint_segment/.venv/lib/python3.8/site-packages/setuptools/command/build_ext.py", line 79, in run
_build_ext.run(self)
File "/home/ubuntu/yolox_keypoint_segment/.venv/lib/python3.8/site-packages/setuptools/_distutils/command/build_ext.py", line 339, in run
self.build_extensions()
File "/home/ubuntu/yolox_keypoint_segment/.venv/lib/python3.8/site-packages/torch/utils/cpp_extension.py", line 871, in build_extensions
build_ext.build_extensions(self)
File "/home/ubuntu/yolox_keypoint_segment/.venv/lib/python3.8/site-packages/setuptools/_distutils/command/build_ext.py", line 459, in build_extensions
self._build_extensions_serial()
File "/home/ubuntu/yolox_keypoint_segment/.venv/lib/python3.8/site-packages/setuptools/_distutils/command/build_ext.py", line 485, in _build_extensions_serial
self.build_extension(ext)
File "/home/ubuntu/yolox_keypoint_segment/.venv/lib/python3.8/site-packages/setuptools/command/build_ext.py", line 202, in build_extension
_build_ext.build_extension(self, ext)
File "/home/ubuntu/yolox_keypoint_segment/.venv/lib/python3.8/site-packages/Cython/Distutils/build_ext.py", line 135, in build_extension
super(build_ext, self).build_extension(ext)
File "/home/ubuntu/yolox_keypoint_segment/.venv/lib/python3.8/site-packages/setuptools/_distutils/command/build_ext.py", line 540, in build_extension
objects = self.compiler.compile(
File "/home/ubuntu/yolox_keypoint_segment/.venv/lib/python3.8/site-packages/torch/utils/cpp_extension.py", line 684, in unix_wrap_ninja_compile
_write_ninja_file_and_compile_objects(
File "/home/ubuntu/yolox_keypoint_segment/.venv/lib/python3.8/site-packages/torch/utils/cpp_extension.py", line 1760, in _write_ninja_file_and_compile_objects
_write_ninja_file(
File "/home/ubuntu/yolox_keypoint_segment/.venv/lib/python3.8/site-packages/torch/utils/cpp_extension.py", line 2292, in _write_ninja_file
assert len(sources) > 0
AssertionError
error: subprocess-exited-with-error

× python setup.py develop did not run successfully.
│ exit code: 1
╰─> See above for output.

note: This error originates from a subprocess, and is likely not a problem with pip.
full command: /home/ubuntu/yolox_keypoint_segment/.venv/bin/python -c '
exec(compile('"'"''"'"''"'"'
# This is <pip-setuptools-caller> -- a caller that pip uses to run setup.py
#
# - It imports setuptools before invoking setup.py, to enable projects that directly
#   import from `distutils.core` to work with newer packaging standards.
# - It provides a clear error message when setuptools is not installed.
# - It sets `sys.argv[0]` to the underlying `setup.py`, when invoking `setup.py` so
#   setuptools doesn'"'"'t think the script is `-c`. This avoids the following warning:
#     manifest_maker: standard file '"'"'-c'"'"' not found".
# - It generates a shim setup.py, for handling setup.cfg-only projects.
import os, sys, tokenize

try:
    import setuptools
except ImportError as error:
    print(
        "ERROR: Can not execute `setup.py` since setuptools is not available in "
        "the build environment.",
        file=sys.stderr,
    )
    sys.exit(1)

__file__ = %r
sys.argv[0] = __file__

if os.path.exists(__file__):
    filename = __file__
    with tokenize.open(__file__) as f:
        setup_py_code = f.read()
else:
    filename = "<auto-generated setuptools caller>"
    setup_py_code = "from setuptools import setup; setup()"

exec(compile(setup_py_code, filename, "exec"))
'"'"''"'"''"'"' % ('"'"'/home/ubuntu/yolox_keypoint_segment/setup.py'"'"',), "<pip-setuptools-caller>", "exec"))' develop --no-deps
cwd: /home/ubuntu/yolox_keypoint_segment/

error: subprocess-exited-with-error

× python setup.py develop did not run successfully.
│ exit code: 1
╰─> See above for output.

note: This error originates from a subprocess, and is likely not a problem with pip.
`

Exp file with panoptic

Hi. I've been trying to train a model for panoptic segmentation but I face several issues. Could you provide a exp.py example of how to train a panoptic model? Thanks

Is there an example for instance segmentation?

From the docs and README.md there is no information how to run YOLOX for instance segmentation

关于车牌检测的请教

你好，请问你在ccpd数据集上使用车牌的四个角点做车牌检测和直接用左上角右下角的坐标做车牌检测，效果有明显的改善吗？
还有我在项目里面没有找到你的车牌关键点检测的model呀，可以提供一下吗，感谢

How‘s the mAP of the instance segmentation version?