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AI & Machine Learning•Completed•2024 — 2025
WasteNet
Waste Classification Neural Network
PythonPyTorchVision Transformers (ViT)CNNsFlaskOpenCV
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WasteNet
Overview
Developed a deep learning system that classifies waste into six categories for automated recycling ### Implementation Details • Developed a deep learning system that classifies waste into six categories for automated recycling • Benchmarked baseline CNN, improved CNN, transfer learning, and Vision Transformer (ViT) architectures • Deployed the best model as a local inference server with an interactive real-time web dashboard
Key Features & Architecture
Developed a deep learning system that classifies waste into six categories for automated recycling
Benchmarked baseline CNN, improved CNN, transfer learning, and Vision Transformer (ViT) architectures
Deployed the best model as a local inference server with an interactive real-time web dashboard