rmayormartins/yolov5-farm-cattle

YOLOv5 Cattle Counter

This project uses a YOLOv5 model to detect and count cattle in images. The model was trained using custom data and is deployed using Gradio for an interactive web interface.

Developer

Developed by Ramon Mayor Martins (2024)

• —Email: rmayormartins@gmail.com
• —Homepage: https://rmayormartins.github.io/
• —Twitter: @rmayormartins
• —GitHub: https://github.com/rmayormartins
• —my Radio Callsign (PU4MAY) Brazil

Model Information

• —Model: YOLOv5
• —Task: Object Detection
• —Classes: Cattle

How to Use

1. 1.Upload an image of cattle.
2. 2.The model will detect and count the number of cattle in the image.
3. 3.The output will display the image with bounding boxes around detected cattle and the total count.

Example

You can use the provided example image to test the model.