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Ramtin-ma authored Aug 21, 2024
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Expand Up @@ -33,19 +33,16 @@ This project utilizes the YOLOv8n model from Ultralytics for object detection. T
To run the video synopsis model, use the following command:

```bash
python main.py --InPath path/to/input/file.mp4 \
--IDPath path/to/app/files/ \
--Model yolov8n.pt
python main.py --InPath path/to/input/video/input.mp4 \
--IDPath path/to/save/directory/ \
--Model path/to/yolo/weight/best.pt
```
## Colab Notebook

To facilitate running the code without any local setup, we provide a Google Colab notebook. You can access it via the link below:

[Open in Google Colab](#your-colab-notebook-link-here)
[![Open in Google Colab](https://img.shields.io/badge/Open%20in-Google%20Colab-blue?style=for-the-badge&logo=googlecolab)](https://colab.research.google.com/drive/YOUR_NOTEBOOK_LINK_HERE)
<a href="https://colab.research.google.com/github/Ramtin-ma/VideoSynopsis-FGS/blob/main/FGS.ipynb"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open FGS In Colab"></a>


## Fine-Tuned YOLOv8n Model

We have fine-tuned the YOLOv8n model using the SynoClip dataset. The best model weights, labeled as `best.pt`, are included in this repository. To utilize these weights, specify the `--Model` argument in your command.
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