Deep Learning for Vehicle Tracking and Wheel Detection

Deep learning-based vehicle tracking and segmentation using SiamFC, DeepLabV3+, and Mask R-CNN for speed analysis.

Real-Time Emotion Recognition from USB Camera with Deep CNNs

The entire workflow includes dataset preparation, model training, validation, and (fake) camera integration for real-time emotion detection.

+ dataset provided by Kaggle.- [MATLAB 2024B](https://matlab.mathworks.com/) and its toolboxes for facilitating deep learning and computer vision. ---

Accuracy of SV detection across tools and variant types

Covers precision and recall performance for deletions, duplications, inversions, and insertions.

importance of choosing appropriate tools for different genomic analysis needs.%% input data setting% preprocessingdos('unzip matlab_2024_kr.zip')current_folder =

Explainable Neural Network Regression Model with SHAP

Radial Basis Function Neural Network training include 5-fold cross-validation and SHAP analysis for explainable model

Genetic ancestry prediction Using SNP-based ML Models

Predictive models to classify individuals into broad ancestry groups (African, European, East Asian, South Asian, and American)

LLM-based Document Summarizer Using HF API

LLM-based Document Summarizer: Leveraging Hugging Face API for Efficient Text Processing