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【多目标跟踪】ByteTrack复现

2021-11-26 1:48:05

1.环境

ubuntu16.04
cuda10.1
cudnn7
python3.6
 
 
Cython
matplotlib>=3.2.2
numpy>=1.18.5
opencv-python>=4.1.2
Pillow
PyYAML>=5.3
scipy>=1.4.1
tensorboard>=2.2
torch>=1.7.0
torchvision>=0.8.1
tqdm>=4.41.0
seaborn>=0.11.0
easydict

loguru
Pillow
thop
ninja
tabulate
tensorboard
lap
motmetrics
filterpy
h5py

# verified versions
onnx==1.8.1
onnxruntime==1.8.0
onnx-simplifier==0.3.5
git clone https://github.com/ifzhang/ByteTrack.git
cd ByteTrack
pip install -i https://pypi.tuna.tsinghua.edu.cn/simple -r requirements.txt

修改setup.py如下(否则会报ascii错误):

vim +50 setup.py

with open("README.md", "r") as f:
    long_description = f.read()

为

with open("README.md", "r", encoding='utf-8') as f:
    long_description = f.read()
python setup.py develop
pip install cython
pip install 'git+https://github.com/cocodataset/cocoapi.git#subdirectory=PythonAPI'
pip install cython_bbox

其中pycocotools作者安装方式指定了github地址:

内容待添加:在考虑如何换掉yolox检测器,测试下视频可视化看看结果。