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

A list of useful resources in the trash classification and detection (mainly plastic), such as datasets, papers, links to open source projects

UAVVaste: COCO-like dataset and effective waste detection in aerial images

This repostory contains a deep learning-based system to detect and classify waste according to which container it should be thrown into.

Waste Detection and Change Analysis based on Multispectral Satellite Imagery

platform for annotation of images, training an object detection model (fixed model, different datasets), running detection with pre-trained and in-app trained models, reviewing detection result on a georeferenced map. specialized for waste detection. management of legal landfills through input waste form and 3D point cloud scans.

Python code for Neuromatch Academy's Summer 2022 Deep Learning course project: Waste detection using Mask R-CNN on TACO dataset.

A personal project which aimed to build a disposable face mask type waste detector 😷 found in the environment (streets, forests, beach etc)