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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