Python

Tactic2Vec: Deep Metric Learning for Similar Soccer Plays Retrieval
Tactic2Vec is a Deep Metric Learning Framework. It solves the problem of play retrieval by learning a dense vector representation where geometrically and tactically similar scenes are close to each other in the embedding space.
Tech: Python
Code
Tactic2Vec: Deep Metric Learning for Similar Soccer Plays Retrieval
FLAMeS Inference
This package reduces the complexity of using FLAMeS, a model for multiple sclerosis lesion segmentation from FLAIR images, into one intuitive command.
Tech: Python
Code
FLAMeS Inference
ParcVis: Neuroimaging Visualization Tool
Python-based GUI tool for 3D and 4D neuroimaging data (NIfTI maps) visualization.
Tech: Python
Code
ParcVis: Neuroimaging Visualization Tool
Physics-Informed Neural Network (PINN) for Cryosurgery Simulations
PINN to solve the nonlinear PDE governing temperature distribution during cryosurgery simulations.
Tech: Python
Code
Physics-Informed Neural Network (PINN) for Cryosurgery Simulations
A 3D Simulator of the Patellar Reflex and Demyelination Effects
Built a simulator that studies the effect of demyelination on neuronal signal propagation using the Hodgkin-Huxley model and 3D visualization using Unity. The project focuses on visualizing the knee jerk reflex. The simulation captures the delayed signal transmission weaker reflex caused by demyelination.
Tech: Unity | Python
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A 3D Simulator of the Patellar Reflex and Demyelination Effects
Cones Detection for Autonomous Driving Systems Using Classical Image Processing Techniques with OpenCV
Tech: Python, OpenCV, NumPy
Code
Cones Detection for Autonomous Driving Systems Using Classical Image Processing Techniques with OpenCV