Dogiye12 / Illegal-Logging-Detection-via-Satellite-and-MLLinks
This project demonstrates how synthetic satellite imagery data can be used to train a machine learning model for detecting illegal logging activities. Using simulated spectral bands (Red, NIR, SWIR) and derived vegetation indices (NDVI) along with texture features, the project classifies areas as either logged or non-logged.
☆31Updated 3 months ago
Alternatives and similar repositories for Illegal-Logging-Detection-via-Satellite-and-ML
Users that are interested in Illegal-Logging-Detection-via-Satellite-and-ML are comparing it to the libraries listed below
Sorting:
- 3D modeling (Cesium.js or Blender) showing projected sea level rise on coastal cities.☆25Updated 6 months ago
- Predict WQI using lab data and ML regression models (e.g., ANN, RF).☆24Updated 6 months ago
- Based on slope, rainfall, land use, and NDVI data.☆24Updated 6 months ago
- Wetland Classification Using GEE and CNNs employs synthetic spectral and index features to classify land into water, wetland, and upland.…☆29Updated 3 months ago
- Use GPT/Transformer models to extract key environmental risks and mitigations.☆24Updated 6 months ago
- ML/NLP system for flagging misleading content on climate topics.☆24Updated 6 months ago
- ML classifier for detecting stressed crops using spectral signature data.☆24Updated 6 months ago
- This project compares Kriging and Random Forest machine learning for spatial interpolation of rainfall using synthetic data in Google Ear…☆30Updated 3 months ago
- ☆29Updated 6 months ago
- A lightweight expense tracking app with offline support, local storage, and charts. Features category budgeting, monthly summaries, and c…☆27Updated 6 months ago
- Monitor SSH logs to detect brute-force attempts, log offenders, and auto-ban them using iptables or Fail2Ban integration.☆17Updated 6 months ago
- uild a purposely vulnerable web app that teaches SQL injection, then show how to patch vulnerabilities using ORM and prepared statements.☆25Updated 6 months ago
- Add OTP-based two-factor authentication to a user login system using Flask or Django. Send codes via Twilio or email.☆28Updated 6 months ago
- Forecast AQI using LSTM/GRU models on PM2.5, NOx, CO data.☆25Updated 6 months ago
- RF/XGBoost model trained on morphometric, rainfall, and DEM data☆24Updated 6 months ago
- Carbon-Credit-Fraud-Detection uses data analytics and machine learning to identify suspicious transactions in carbon credit markets. It m…☆16Updated last month
- ummarize long climate science papers into actionable briefs using NLP.☆24Updated 6 months ago
- ☆16Updated last month
- Train regression models to predict yields (e.g., maize or cassava) using rainfall, temperature, and soil pH as features. Use SHAP or LIME…☆20Updated 6 months ago
- This project aims to build accurate and scalable demand forecasting models for e-commerce and retail businesses☆17Updated 6 months ago
- A WhatsApp bot designed to provide Nigerian farmers with real-time agricultural information including weather forecasts, crop prices, pe…☆12Updated 5 months ago
- A web application that enables users to dictate notes via voice and save them locally. Use the Web Speech API and JavaScript localStorage…☆18Updated 6 months ago
- Scrape Twitter data using Tweepy, preprocess using NLTK or spaCy, and apply sentiment classification using a pretrained transformer (e.g.…☆21Updated 6 months ago
- Aggregate data from APIs like VirusTotal, AlienVault OTX, and display Indicators of Compromise (IOCs), threat scores, and attack campaign…☆17Updated 6 months ago
- Capture and decode network traffic using Python’s Scapy library. Analyze for DNS tunneling, suspicious packets, or malware indicators.☆27Updated 6 months ago
- Use ARIMA, SARIMA, and Facebook Prophet to forecast inflation trends and food price changes in Nigeria. Include seasonal decomposition, r…☆21Updated 6 months ago
- A desktop app for hospital operations including patient registration, billing, appointment scheduling, and report generation. Uses SQLite…☆12Updated 6 months ago
- Create a simulated ransomware that encrypts user files and displays a decryption notice (for learning and training only). Demonstrates en…☆17Updated 6 months ago
- ☆21Updated 10 months ago
- A weather application displaying current and forecasted weather with an interactive map interface. Includes location search and dynamic w…☆27Updated 6 months ago