flight-plan
atc-track-flightplan-coherence-risk-v0.1What this repo is for
Detect when aircraft tracks diverge from filed intent.
Useful for:
workload prediction
reroute cascade detection
sector complexity forecasting
safety analytics
Signals include:
heading deviation
altitude deviation
speed deviation
controller interventions
reason for deviation
drone-flight-plan-environment-coherence-drift-v0.1What this repo is for
Detect when the mission plan no longer matches the real environment.
Focus
• wind and gust variability
• obstacle map freshness
• GPS denial risk
• observed path deviation
Why it matters
Most drone incidents start as small route drift.
This dataset flags the drift before collision or abort.
flight_plan_waypointsDataset: https://github.com/frank-morales2020/Cloud_curious/blob/master/Copy_of_fp_routes_waypoints.ipynb
Fine-tuning: https://github.com/frank-morales2020/Cloud_curious/blob/master/Copy_of_Waypoint_FTDEMO_Mistral_7B_Instruct_v0_2.ipynb
import random
import math
from datasets import Dataset
from geopy.geocoders import Nominatim
from geopy.distance import geodesic
from tqdm import tqdm
from geopy.point import Point # Import Point object
import warnings
warnings.filterwarnings("ignore")… See the full description on the dataset page: https://huggingface.co/datasets/frankmorales2020/flight_plan_waypoints.