palmtreecy8

This program can detect and count palm trees using YOLO, especially YOLOv8 model and custom dataset

For YOLOv8 installation, type this command : pip install ultralytics

Links to YOLOv8 Documentations

Link to the sample section: https://docs.ultralytics.com/models/yolov8/.

Prerequisite

Install library from requirements.txt with command : pip install -r requirements.txt

Step to use this :

1. You must have YOLOv8 model first like yolov8n.pt etc
2. Preparing the dataset
3. Training the model using the dataset in Train.pynb
4. Use the pre-trained model and declare the path of the model was saved in PalmTreeCounter.ipynb to detect and count the image of palm tree taken and saved in aerial view mode