garbage-classification
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Open Source Deep Learning Serving System with Web Interface
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Dec 2, 2023 - JavaScript
基于 Pytorch 的垃圾识别与分类。本项目源于浙江大学光电学院课程设计。(程序仅供参考,很久没关注这方面内容了,为避免误导,相关问题不作回答)
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Sep 9, 2020 - Python
A list of useful resources in the trash classification and detection (mainly plastic), such as datasets, papers, links to open source projects
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Apr 7, 2022
Managing waste in fun and easy way with AI ♻️😊🤖
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Aug 9, 2024 - Dart
Ramudroid, autonomous solar-powered robot to clean roads, realtime object detection and webrtc based streaming
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May 1, 2023 - Jupyter Notebook
Python notebook about garbage detection based on convolutional neural network
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Feb 19, 2025 - Jupyter Notebook
A machine learning tool built with TensorFlow and the VGG16 model. It classifies waste items from images, assisting in efficient recycling. Users upload waste images, and the system identifies the waste type.
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Oct 18, 2023 - Jupyter Notebook
Official Droidrush repository of NPDevs team (Avishkar-2019--Annual Techfest of MNNIT Allahabad)
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Feb 6, 2020 - Java
Welcome to the repository of our garbage classification project! We have developed a model using PyTorch and EfficientNet-B4 that classifies garbage into twelve different types. The model has achieved an impressive accuracy of 98.45%.
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Oct 3, 2024 - Jupyter Notebook
Metis project 6/7
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Jan 26, 2023 - Jupyter Notebook
Self-collected trash dataset used in AlphaTrash project. Contains 5600+ images of trash gathered in Thailand, sorted into general, metal, organic, paper, and plastic wastes.
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Mar 30, 2023 - Python
This repository contains garbage classification models built using PyTorch, capable of accurately classifying garbage into different categories. It includes two versions of the model, one with 6 classes & the other with 12 classes, to cater to different needs. Change branch to "testbr" to see the 12-class model in the "Extra" directory.
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May 7, 2023 - Jupyter Notebook
This project implements a custom CNN model for waste classification (battery, plastic, etc.) into 12 categories. Trained on image data, it achieves 80.03% accuracy.
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May 28, 2024 - Jupyter Notebook
🥡一个开源的「垃圾分类」小程序。
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Jul 24, 2019 - JavaScript
FastAPI-based API system for ML garbage detection in 6 categories. Python-powered solution for efficient waste classification and management.
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Apr 28, 2023 - Python
A Pytorch project for garbage classification using the EfficientNet-B6 model to achive a 95.78% accuracy on the test set. 😊
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Oct 10, 2024 - Jupyter Notebook
PeppeRecycle Android
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Dec 13, 2021 - C++
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