- 1 year ago
how do I install YOLOv3 for VIBE?
To install YOLOv3 for VIBE (Video Inference for Body Expression), you need to follow these steps:
Clone the VIBE repository:
bashgit clone https://github.com/mkocabas/VIBE.git
Download the YOLOv3 weights:
bashcd VIBE/data
python3 download_yolov3_weights.py
Install the dependencies:
- Ensure you have Python 3.x installed.
- Install the required Python packages by running the following command:
pip install -r requirements.txt
Set up YOLOv3:
Copy the downloaded YOLOv3 weights to the correct directory:
bashcp -r yolo/yolov3.weights ../yolov3
Convert the YOLOv3 weights to PyTorch format:
bashpython3 yolo/convert_weights.py
Run VIBE:
- Use the provided sample command to run VIBE on a video file:css
python3 demo.py --vid_file data/coco1.mp4 --output_folder output --sideview --yolo_detection
- Adjust the command-line arguments as needed for your specific use case.
- Use the provided sample command to run VIBE on a video file:
These steps assume you are using a Unix-based system (e.g., Linux, macOS). If you're using Windows, you can follow the same steps but with appropriate adjustments for the command-line syntax.
Make sure you have the necessary hardware and software requirements, including a compatible GPU if you want to utilize GPU acceleration.
For more detailed instructions or troubleshooting, refer to the official VIBE repository (https://github.com/mkocabas/VIBE) and its documentation.