https://github.com/noorkhokhar99/pothole-detection-pothole-detection-using-python-and-deep-learning
Pothole Detection || Pothole Detection using python and deep learning
https://github.com/noorkhokhar99/pothole-detection-pothole-detection-using-python-and-deep-learning
deep-learning opencv opencv-python opencv3-python pothole pothole-detection pothole-python pyresearch python yolov8
Last synced: 2 months ago
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Pothole Detection || Pothole Detection using python and deep learning
- Host: GitHub
- URL: https://github.com/noorkhokhar99/pothole-detection-pothole-detection-using-python-and-deep-learning
- Owner: noorkhokhar99
- Created: 2023-02-27T14:04:55.000Z (almost 3 years ago)
- Default Branch: main
- Last Pushed: 2024-08-11T18:28:16.000Z (over 1 year ago)
- Last Synced: 2024-12-06T04:18:19.619Z (about 1 year ago)
- Topics: deep-learning, opencv, opencv-python, opencv3-python, pothole, pothole-detection, pothole-python, pyresearch, python, yolov8
- Language: Python
- Homepage: https://www.youtube.com/@Pyresearch
- Size: 4.15 MB
- Stars: 30
- Watchers: 2
- Forks: 13
- Open Issues: 2
-
Metadata Files:
- Readme: README.md
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README
# Pothole Detection || Pothole Detection using python and yolov8
### Steps to run Code
- Clone the repository.
```
git clone https://github.com/noorkhokhar99/Pothole-Detection-Pothole-Detection-using-python-and-deep-learning.git
```
- Goto the cloned folder.
```
cd Pothole-Detection-Pothole-Detection-using-python-and-deep-learning
```
- Upgrade pip with the mentioned command below.
```
pip install --upgrade pip
```
- Install requirements with the mentioned command below.
```
pip install -r requirements.txt
```
- Run the code with the mentioned command below.
- Run for webcam
`python test.py`
`python predict.py model=y8best.pt source="demo.mp4" show=True`
`python predict.py model=y8best.pt source=0 show=True`
download weight: https://drive.google.com/drive/folders/1T1h2WH3_wrNb0foJuDw8w33Br_2kZjnS?usp=share_link
### Inference on a video:
https://www.youtube.com/@Pyresearch