oryctes-rhinoceros-detector

Oryctes Rhinoceros Detector

YOLOv8 model trained to detect Oryctes rhinoceros (coconut rhinoceros beetle).

Model Details

• Architecture: YOLOv8 Nano
• Training: 50 epochs with early stopping
• Dataset: Custom Roboflow dataset

Usage

Python

from ultralytics import YOLO

model = YOLO('yolo_best.pt')
results = model.predict('image.jpg')

Expo/React Native API

const response = await fetch(
  'https://api-inference.huggingface.co/models/cullamatmf123/oryctes-rhinoceros-detector',
  {
    headers: { Authorization: 'Bearer YOUR_TOKEN' },
    method: 'POST',
    body: imageData
  }
);