Attentional Learning of Trash Classification
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Jan 4, 2021 - Python
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trashnet
Here are 12 public repositories matching this topic...
Deep Learning based Waste Segregation Project to classify waste images into different classes.
udacity computer-vision dataset tensorflow-tutorials convolutional-neural-networks opencv-python waste-segregation trashnet
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Dec 18, 2023 - Jupyter Notebook
Classification of trash images using Convolutional Neural nets
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Jun 21, 2021 - Jupyter Notebook
WasteAI: Snap, Sort, Succeed || Waste Segregation
deep-learning cnn transfer-learning vgg16 resnet-50 saas-application waste-management waste-segregation trashnet wasteai saas-ai
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Jul 11, 2024 - Python
This project utilizes MobileNet and the TrashNet dataset to classify waste into different categories and provide recycling suggestions. Built with TensorFlow and Streamlit, it allows users to upload an image of trash and get instant classification results along with eco-friendly disposal recommendations.
deep-learning keras image-processing image-classification transfer-learning imshow cnn-classification mobilenetv2 tensorflow2 trashnet streamlit-webapp smart-waste
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Oct 28, 2025 - Jupyter Notebook
Waste AI: Snap, Sort, Succeed || Waste Segregation
deep-learning cnn transfer-learning vgg16 resnet-50 saas-application waste-management waste-segregation trashnet wasteai saas-ai
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Jul 11, 2024 - JavaScript
Waste image classification using CNN (MobileNetV2 & DenseNet121) on the TrashNet dataset with augmentation and class weighting.
deep-learning tensorflow keras cnn image-classification mobilenetv2 densenet121 trashnet waste-classification
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Oct 10, 2025 - Jupyter Notebook
The cleaned Trashnet dataset has been annotated using Pascal VOC standard for object detection
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Feb 26, 2021
A CNN benchmark on TrashNet, six waste classes over 2,527 images. ResNet50, EfficientNet-B0 and MobileNetV2 compared under an imbalance-aware pipeline, fused into a soft-voting ensemble, explained with Grad-CAM.
computer-vision deep-learning grad-cam pytorch image-classification resnet transfer-learning mobilenet efficientnet trashnet
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Jun 13, 2026 - HTML
AIUB Computer Vision and Pattern Recognition projects covering custom CNN classification, Grad-CAM, patch-based industrial defect localization, and model efficiency analysis.
computer-vision deep-learning grad-cam cnn pytorch image-classification pattern-recognition anomaly-detection aiub trashnet mvtec-ad industrial-inspection
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Aug 13, 2026 - Jupyter Notebook
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
TrashNet waste classification refactored out of a notebook into a modular, config-driven, tested Python package. MobileNetV2 transfer learning at 90.3% validation accuracy against a 54.5% from-scratch baseline, with Grad-CAM, balanced class weights, a FastAPI inference service, and CI.
computer-vision deep-learning tensorflow keras grad-cam image-classification transfer-learning mobilenet fastapi trashnet
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Aug 14, 2026 - Jupyter Notebook
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