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

an AI algorithm for detecting trash in geolocated images

Underwater Trash Detection

In this project, I aim to raise people's awareness and encourage them to recycle so that the oceans, seas, or the environment do not become more polluted and damaged in our increasingly polluted world. This project is aimed to detect recyclable objects such as cardboard, paper, plastic, and metal with the help of artificial intelligence and to f…

automatic trash separator using yolo, mtcnn

Create plastic trash aerial image dataset - HAIDA

Garbage/trash detection in images using YOLOv10 finetuned model, web application is developed in StreamLit.

Trash Object Detection & classification API based on YOLOv8

Smart waste classification powered by machine learning, upload a photo of any item and the model predicts what type of waste it is and which bin it belongs to, with confidence scores and a built-in feedback system to improve over time.

AI-Powered Vision Subsystem for Pickasso – Automating Trash Detection, Personal Item Safety, and Human Interaction. Ready for Azure and Robotics Integration.

Related repo - https://github.com/Darkdriller/ros_DATA

Control drone using web sockets by sending waypoints as well as reports back live location

Trash Object Detection from Images or Videos with specific trash type labels using TACO dataset

YOLO11 waste detection -- six-class detector (plastic, paper, cardboard, metal, glass, organic) fine-tuned on public datasets only, with open-set 'rest' rejection and ONNX/TensorRT export

SFSCON Hackathon 2024 - Trash Detection feature of CleanLoop Project

Me and my team worked on this project for hackathon in where we addressed a important problem cleanliness. and we did end up winning the Hackathon