/python

Primary LanguagePython

Environment YOLOv8

Create virtual environment

python -m venv ve

Activate virtual environment

.\ve\Scripts\activate

Install requirements

python -m pip install --upgrade pip
pip install notebook
pip install ultralytics

bat

  • 001.bat - first start, create venv
  • 002.bat - install requirements
  • 100.bat - start, activate venv
  • 101.bat - start, activate venv and start jupyter

Start training

pip install -U ultralytics
pip install -U opencv-python
nvidia-smi
pip install --upgrade torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu118
pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu118
yolo task=detect mode=train epochs=100 data=datasets\org\data.yaml model=yolov8n.pt imgsz=640 project=training_results name=traffic_signs
!yolo task=detect mode=train resume model=./runs/detect/train2/weights/last.pt data=dataset.yaml epochs=10 imgsz=640 batch=8 project=training_results name=traffic_signs

labelImg

.\qt5\Scripts\activate
labelImg datasets\custom\train\images datasets\class\predefined_classes.txt datasets\custom\train\labels
git add . & git commit -am "sql 0.8.0"
git push