ECE 499 Species Detection for Spectral Labs

Authors

Matthew Ebert Jake Friesen Paul Goetz Samuel Pacheco

Installation

It is highly recommended to use Anaconda to run Streamlit locally.

• Install Anaconda Anaconda Install Guide
• Create a new environment with Python 3.10+ New Environment Guide
• Open a new terminal from this environment
• Clone this repository git clone https://github.com/JakeFriesen/Spectral_Detection.git
• cd into the repository directory
• Install the requirements using the following script setup.bat
• Run the Streamlit app streamlit run app.py A browser page will open showing the running app For app functionality, see the About page in the app

Acknowledgements

The User Interface is based on CodingMantras: https://github.com/CodingMantras/yolov8-streamlit-detection-tracking/tree/master Manual Annotator: https://github.com/hirune924/Streamlit-Image-Annotation Streamlit: https://github.com/streamlit/streamlit Ultralytics: https://github.com/ultralytics/ultralytics Meta SAM: https://github.com/facebookresearch/segment-anything