Popular GitHub Repositories for Air Pollution

[CAAI AIR'24] Bilateral Reference for High-Resolution Dichotomous Image Segmentation

Finetune llama2-70b and codellama on MacBook Air without quantization

Examples on how to use LangChain and Ray

?? toolkit for air-gapped LLMs on consumer-grade hardware

AI to Combat Environmental Pollution - detecting plastic waste in the environment to combat environmental pollution and promote circular economy (Deep Learning, PyTorch)

Deep learning models and dataset for recognizing industrial smoke emissions

Heterogeneous Hierarchical Multi Agent Reinforcement Learning for Air Combat

Implementation of QuickDraw - an online game developed by Google, combined with AirGesture - a simple gesture recognition application

A spatiotemporal causal convolutional network for predicting PM2.5 concentrations.

Tune efficiently any LLM model from HuggingFace using distributed training (multiple GPU) and DeepSpeed. Uses Ray AIR to orchestrate the training on multiple AWS GPU instances

Time Series Analysis of Air Pollutants(PM2.5) using LSTM model

A virtual drawing tool that allows you to draw in the air using hand gestures, thanks to the powerful combination of OpenCV and MediaPipe.

Stacking a machine learning ensemble for multivariate time series forecasting, with the goal of predicting the one-period ahead PM 2.5 air pollution level, as published in Towards Data Science on Medium.com

Implementation of "Over-the-Air Design of GAN Training for mmWave MIMO Channel Estimation"

I predict air quality index of a city in China using a Long Short Term Memory (LSTM) neural network. for a year. Executed time series analysis

Official implementation of AirV2X: Unified Air-Ground\\Vehicle-to-Everything Collaboration

Automatic Over the Air Deployment of Improved Machine Learning Models to IoT Devices for Edge Processing

Code for IEEE Internet Computing Journal paper 'OTA-TinyML: Over the Air Deployment of TinyML Models and Execution on IoT Devices'

Reverberation Deep Learning Toolbox for Python - Keras

Attend Infer Repeat (AIR) in PyTorch