행동분석툴 Deep Lab Cut 세팅 관련 이슈 정리

• Crop GUI 문제
  • Matplotlib 버젼이 안맞음
  • pip install matplotlib==3.5.2 으로 다운그레이드 필요
• Simple install
• Cropping error from extraction – Usage & Issues – Image.sc Forum

Done in miniconda

conda create --name DLC python=3.9
conda activate DLC
conda install -c conda-forge cudatoolkit=11.2 cudnn=8.1.0
pip install --upgrade pip
pip install "tensorflow<2.11"

 

Smoke tests:

python -c "import tensorflow as tf; print(tf.reduce_sum(tf.random.normal([1000, 1000])))"

returns tensor;

python -c "import tensorflow as tf; print(tf.config.list_physical_devices('GPU'))"

recognizes GPU; environment ready;

pip install --upgrade matplotlib==3.5.2
pip install deeplabcut
pip install deeplabcut[gui]
conda install -c nvidia cuda-nvcc