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
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garbage-classification
Here are 16 public repositories matching this topic...
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.
paper thailand dataset image-classification image-dataset garbage-classification trash-classification plastic-bottles trash-dataset trash-images metal-cans food-scraps
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Mar 30, 2023 - Python
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
垃圾分类识别Web应用，上传垃圾图片自动识别6大类别（纸类/纸板/塑料/玻璃/金属/其他），采用MobileNetV2提取特征+SVM分类，Flask部署
python flask computer-vision deep-learning tensorflow web-app svm keras image-classification transfer-learning mobilenetv2 garbage-classification waste-sorting
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Mar 1, 2026 - Python
Project of an intelligent autonomous garbage truck that implements most important learning methods in artificial intelligence. Created for Artificial Intelligence classes in the summer semester of 2020/2021 at Adam Mickiewicz University in Poznań with @HondaPL, @SmoothCrimminal and @Maciasty15.
python machine-learning neural-network genetic-algorithm astar-algorithm pygame pytorch decision-trees heuristic-search-algorithms travelling-salesman-problem state-space-search garbage-classification
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Mar 4, 2023 - Python
Garbage Classification and selection using robotic arm
deep-neural-networks ai computer-vision state-machine robotics classification convolutional-neural-networks oriented-object-programming garbage-classification
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Aug 5, 2026 - Python
Garbage_classification_model using CNN model
deep-neural-networks deep-learning cnn-model cnn-classification waste-management waste-management-system garbage-classification waste-classification
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May 5, 2026 - Python
Smart garbage classification system based on YOLO11-OBB with ByteTrack and embedded deployment
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Apr 10, 2026 - Python
Using moondream ai for our garbage classification project at yorku
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Dec 19, 2025 - Python
AI-powered real-time garbage classification system
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Jun 28, 2026 - Python
♻️ Smart Garbage Classifier 🗑️ 96.16% Accuracy ⚡ 12 Categories · © All Rights Reserved 🔒
machine-learning computer-vision deep-learning tensorflow image-classification gradio huggingface garbage-classification environmental- efficientnetb0
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Jul 22, 2026 - Python
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
computer-vision deep-learning pytorch yolo object-detection recycling tensorrt fine-tuning onnx waste-management edge-ai garbage-classification trashnet ultralytics trash-detection waste-detection waste-sorting waste-classification yolo11 yolov11
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Jun 20, 2026 - Python
TensorFlow implementation of advanced CNN architectures for garbage image classification
computer-vision deep-learning tensorflow keras cnn artificial-intelligence image-classification recycling waste-management garbage-classification
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Jul 25, 2026 - Python
Garbage classification using traditional machine learning approaches (HOG, LBP, SIFT features with SVM, KNN, Random Forest classifiers) and an ensemble method to categorize waste into 10 types.
python opencv machine-learning computer-vision random-forest svm scikit-learn feature-extraction image-classification sift knn hog lbp garbage-classification
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Apr 6, 2025 - Python
Garbage Classification Model-Assign 2
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Nov 13, 2024 - Python
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