import random
import requests
import torch
from torchvision import transforms
import plantcv as pcv

class Bee:
def __init__(self, location):
self.location = location
self.pollen = random.randint(0, 10)
self.is_invasive = self.pollen > 8

def mark_on_map(self):
if self.is_invasive:
report_data = {
"species": "Bee",
"location": self.location,
"notes": "Invasive bee species detected."
}
response = requests.post("https://api.eddmaps.org/report", json=report_data)
if response.status_code == 200:
print("Invasive species reported and marked on EDDMapS.")

class BeeColony:
def __init__(self, num_scouts, home_location):
self.scouts = [Bee(home_location) for _ in range(num_scouts)]

def identify_invasive_species(self):
for scout in self.scouts:
scout.mark_on_map()

def print_final_status(self):
total_pollen_collected = sum(scout.pollen for scout in self.scouts)
print("Total pollen collected:", total_pollen_collected)

def __iter__(self):
return iter(self.scouts)

class ScoutDrone:
def __init__(self, location):
self.location = location
self.initial_position = location
self.pollen = random.randint(0, 10)

def can_return_home(self):
return self.location == self.initial_position

def move_to(self, destination):
self.location = destination

def main():
colony = BeeColony(num_scouts=10, home_location=(0, 0))
colony.identify_invasive_species()
colony.print_final_status()

colony.scouts = [scout for scout in colony.scouts if scout.can_return_home()]

for scout in colony:
scout.move_to((0, 0)) # assuming (0, 0) is the home location

total_pollen_collected = sum(scout.pollen for scout in colony.scouts)
print("Total pollen collected:", total_pollen_collected)

if __name__ == "__main__":
main()
Certainly! Here's the documentation for the invasive species detector and the bee colony simulation code:

Python
Invasive Species Detector and Bee Colony Simulation

This program includes an invasive species detector using deep learning and a simulation of a bee colony.

Author: Luminosity-e Mrk

---

Classes:
- Bee: Represents a bee with location, pollen count, and invasive species status.
- BeeColony: Represents a colony of bees with functionality to identify invasive species and track pollen collection.
- ScoutDrone: Represents a scout drone with location, initial position, and pollen count.

Functions:
- main: The main entry point of the program. Runs the bee colony simulation.

Dependencies:
- random: Generates random numbers for pollen count and drone movements.
- requests: Makes HTTP requests to report invasive species sightings.
- torch: Deep learning framework for classification.
- torchvision.transforms: Provides image transformations for preprocessing.
- plantcv: Plant phenotyping and image analysis library.

Usage:
1. Run the program.
2. The bee colony simulation will identify invasive species and track pollen collection.
3. At the end of the simulation, the total pollen collected will be displayed.

"""

import random
import requests
import torch
from torchvision import transforms
import plantcv as pcv

class Bee:
"""
Bee class represents a bee with location, pollen count, and invasive species status.
"""

def __init__(self, location):
"""
Initializes a Bee object.

Parameters:
- location (tuple): The location of the bee in the format (x, y).
"""

self.location = location
self.pollen = random.randint(0, 10)
self.is_invasive = self.pollen > 8

def mark_on_map(self):
"""
Marks the bee's location on the map if it is an invasive species.

Uses the EDDMapS API to report the invasive species sighting.
"""

if self.is_invasive:
report_data = {
"species": "Bee",
"location": self.location,
"notes": "Invasive bee species detected."
}
response = requests.post("https://api.eddmaps.org/report", json=report_data)

if response.status_code == 200:
print("Invasive species reported and marked on EDDMapS.")

class BeeColony:
"""
BeeColony class represents a colony of bees with functionality to identify invasive species and track pollen collection.
"""

def __init__(self, num_scouts, home_location):
"""
Initializes a BeeColony object.

Parameters:
- num_scouts (int): The number of scout bees in the colony.
- home_location (tuple): The home location of the bee colony in the format (x, y).
"""

self.scouts = [Bee(home_location) for _ in range(num_scouts)]

def identify_invasive_species(self):
"""
Identifies invasive species in the bee colony.

Calls the mark_on_map method of each scout bee to mark invasive species on the map.
"""

for scout in self.scouts:
scout.mark_on_map()

def print_final_status(self):
"""
Prints the final status of the bee colony, including the total pollen collected.
"""

total_pollen_collected = sum(scout.pollen for scout in self.scouts)
print("Total pollen collected:", total_pollen_collected)

def __iter__(self):
"""
Returns an iterator for the bee colony.

Allows iteration over the scout bees in the colony.
"""

return iter(self.scouts)

class ScoutDrone:
"""
ScoutDrone class represents a





python
Copy code
class ScoutDrone:
"""
ScoutDrone class represents a scout drone with location, initial position, and pollen count.
"""

def __init__(self, location):
"""
Initializes a ScoutDrone object.

Parameters:
- location (tuple): The initial location of the scout drone in the format (x, y).
"""

self.location = location
self.initial_position = location
self.pollen = random.randint(0, 10)

def can_return_home(self):
"""
Checks if the drone can return home.

Returns:
- bool: True if the drone can return home, False otherwise.
"""

return self.location == self.initial_position

def move_to(self, destination):
"""
Moves the drone to the specified destination.

Parameters:
- destination (tuple): The destination location to move the drone to in the format (x, y).
"""

self.location = destination

def main():
"""
The main entry point of the program.

Runs the bee colony simulation.
"""

colony = BeeColony(num_scouts=10, home_location=(0, 0))
colony.identify_invasive_species()
colony.print_final_status()

colony.scouts = [scout for scout in colony.scouts if scout.can_return_home()]

for scout in colony:
scout.move_to((0, 0)) # assuming (0, 0) is the home location

total_pollen_collected = sum(scout.pollen for scout in colony.scouts)
print("Total pollen collected:", total_pollen_collected)

if __name__ == "__main__":
main()
The ScoutDrone class represents a scout drone with location, initial position, and pollen count. It has methods to check if the drone can return home and move the drone to a specified destination.

The main function serves as the main entry point of the program. It creates a BeeColony object, identifies invasive species, prints the final status of the colony, moves the scout drones back home, and calculates the total pollen collected.

To run the program, execute the script, and the bee colony simulation will be performed, providing information about invasive species detection and total pollen collected.