Fruit detection

This repository focuses on using YOLO v8 model for detecting and locating fruits in a farm using python

For Apple Detection

apple_detecion.mp4

Learn more about Yolo v8

Project setup and execution

Step 1: Clone this repository

git clone https://github.com/ReyeTech/FruitDetection
cd FruitDetection

Step 2: Install the requirements

pip install -r requirements.txt

Step 3: Download the Sample Video to test the program

The test video can be downloaded from this link

Step 4: Executing the code

python Apple_Detection_YOLO_V8.py --video apple_vid.mp4

For Strawberry Detection

Features:

1. Detecting strawberries
2. Drawing a bounding box around them
3. Locating the strawebrries by also displaying their x and y coordinates
4. Masking the strawberries to make sure it is visible clearly

Expected output

Strawberry_detection.webm

Project Steup and Execution

Step 1: Clone the repository

git clone https://github.com/ReyeTech/FruitDetection
cd FruitDetection

Step 2: Install the requirements

pip install -r requirements.txt

Step 3: Download the Sample Video to test the program

The test video can be downloaded from here

Step 4:

Executing the code

python Strawberry_Detection.py