https://github.com/xtalism/object-detection
Object detection with AI using YOLO V8, Opencv and Python 3.8.
https://github.com/xtalism/object-detection
artificial-intelligence computer-vision object-detection python3 yolov8
Last synced: 6 months ago
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Object detection with AI using YOLO V8, Opencv and Python 3.8.
- Host: GitHub
- URL: https://github.com/xtalism/object-detection
- Owner: Xtalism
- License: mit
- Created: 2024-05-29T00:21:10.000Z (over 1 year ago)
- Default Branch: master
- Last Pushed: 2024-08-06T21:07:02.000Z (about 1 year ago)
- Last Synced: 2025-04-10T21:09:45.650Z (6 months ago)
- Topics: artificial-intelligence, computer-vision, object-detection, python3, yolov8
- Language: Python
- Homepage:
- Size: 1.27 MB
- Stars: 7
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# Object Detection
This a Computer Vision "object detection" project. I used Python 3.8 version, yolov8 (you can also use yolov5 if you want) and Opencv to write this program.
In order to install the necessary dependencies we use requirements.txt file and build our Python 3.8 virtual environment.
Just as follows:
py -3.8 -m venv {namefyourvirtualenvironment}
py -m pip -r install requirements.txt
If you happen to change or add new dependencies, you can also make your own requirements.txt file as follows:
py -m pip freeze --local > requirements.txt
You can make your own AI model with Yolov8 official website which includes a detailed tutorial on how to do it using [Yolov5](https://docs.ultralytics.com/yolov5/tutorials/train_custom_data/) or [Yolov8](https://docs.ultralytics.com/). You can also check its proper github [documentation](https://github.com/ultralytics/ultralytics).
If you wish, you can check [Roboflow's](https://blog.roboflow.com/how-to-train-yolov8-on-a-custom-dataset/) documentation also, and explore its open source computer vision datasets and APIs [here](https://universe.roboflow.com/).
I personally used a custom dataset [notebook](https://colab.research.google.com/github/roboflow-ai/notebooks/blob/main/notebooks/train-yolov8-object-detection-on-custom-dataset.ipynb#scrollTo=oe9vkEvFABbN) from Roboflow.
