Projects in Awesome Lists tagged with pollution-prediction

https://github.com/HSG-AIML/IndustrialSmokePlumeDetection

Code Repository for: "Characterization of Industrial Smoke Plumes from Remote Sensing Data", presented at Tackling Climate Change with Machine Learning workshop at NeurIPS 2020.

deep-learning earth-observation greenhouse-gas-emissions machine-learning pollution-prediction remote-sensing

Last synced: 14 Nov 2024

https://github.com/simularia/simulariatools

Tools 🧰 to preprocess and post process data for air quality assessment.

air-quality atmospheric-modelling pollution-prediction r r-package rstats visualization

Last synced: 03 Mar 2025

https://github.com/neemiasbsilva/lstm-pollution-china

Using long short term memory networks to analysis the pollution of Beijing, China.

china china-region deep-learning forecast forecasting-models long-short-term-memory lstm-neural-networks machine-learning machine-learning-algorithm model pandas-dataframe pollution-prediction supervised-learning-algorithms

Last synced: 23 Feb 2025

https://github.com/vedantaher2003/-air-quality-index-levels-predicted-pbl

a platform which provides users with the predicted Air Quality Index levels of air pollution for 39 cities of India with daily, monthly and yearly trends. It also provides some of the statistics observed for AQI over these cities and various latest articles and blogs related to air pollution.

aqi arima-forecasting d3-visualization django-rest-framework github java javascript jupyter-notebook keras-tensorflow lstm-neural-networks neural-networks plotly pollution-prediction python3 recurr sarimax statistical-models tensorflow-models

Last synced: 07 Apr 2025

https://github.com/syedissambukhari/iot_based_pollution_detecting_system

IoT based Pollution Detecting system using Arduino and android native application

arduino-uno dht11 esp32-arduino flame-sensor iot-application iot-application-platform iot-device iot-pollution iot-sensors mq2-gas-sensor pollution-prediction pollution-sensors polution

Last synced: 03 Mar 2025

https://github.com/anas-farooq8/environmental-monitoring-and-pollution-prediction-system

Built a pipeline to manage real-time environmental data using DVC, developed a time-series model (LSTM) with MLflow to predict pollution trends, and deployed the best model as an API using Flask. Implemented live data testing with continuous monitoring using Grafana and Prometheus, enabling real-time performance tracking and system optimization.

api docker docker-compose dvc dvc-pipeline flask-application grafana lstm mlflow pollution-prediction prometheus weather-data