PlantDoc: Plant Disease Classification
State-of-the-art plant disease classification with CBAM-augmented ResNet18, achieving 97.46% accuracy across 38 disease categories.
Computer VisionCNNAttention Mechanisms+3
Jeremy Cleland
> Portfolio
A showcase of my recent projects and work.
Projects (4)
Real-Time Parking Optimization System
A sophisticated real-time collaborative parking space optimization system using advanced algorithms including dynamic pricing, smart routing, and demand prediction for urban environments.
AlgorithmsMachine LearningPython+4
Jeremy Cleland
Sepsis Prediction Pipeline
Advanced machine learning pipeline for early sepsis detection using Random Forest, XGBoost, and Logistic Regression models with hyperparameter tuning.
Machine LearningHealthcare AIData Science+3
Jeremy Cleland
HMER: Image to LaTeX Converter
A deep learning-based system for converting images of mathematical expressions into LaTeX code, using sequence-to-sequence architecture with CNN/ResNet encoder and LSTM decoder.
Deep LearningComputer VisionPyTorch+5
Jeremy Cleland