This is a Real Time Object Detection Project, made using Yolov8, which will detect any currency, in the real-time. For annotation of images, Roboflow is also used.
We can either run the project in the Google Colab directly or run via Roboflow.
Google Colab Link : https://colab.research.google.com/drive/1PjwjvmK9LlWNWtOM6d35KUgziaTGeB5p?usp=sharing
- Create an account on Roboflow.
- Access the ROBOFLOW_API_KEY.
- Open the git bash, with administrator access.
- Navigate to the project.
- Install the packages
pip install inference supervision opencv-python
- Type in the git cmd:
export ROBOFLOW_API_KEY=<roboflow-api-key>
- Run the project
python app.py
![image](https://private-user-images.githubusercontent.com/79015420/293589615-07e06dda-21d6-441f-8112-f431e3db1971.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.ka2IjCJ1zqC_Qi8FEPNw05WSilV5Aj5Mt0TuXc1Torw)