Pinned Repositories
Continual-Learning-for-3D-Organ-Detection
Organ-DETR is a DEtection TRansformer (DETR) model for 3D organ detection, featuring MultiScale Attention (MSA) and Dense Query Matching (DQM) modules. It also employs Continual Learning (CL) techniques like ANCL and a Replay-Based Approach to adapt to new data while preserving prior knowledge.
liver-tumor-vessel-segmentation
Advanced Project on Liver Tumor and Vessel Segmentation in Contrast-Enhanced CT Scans to Enhance Visualization for Optimal TACE Procedures.
ml43dg-3dr2n2
Reimplementation of 3D-R2N2 model with Pytorch and Pytorch3D. Trained and evaluated on multiple datasets.
2D-Ray-Tracing
Creating a 2D Raytracer in C++ for Generating Deformable Objects of Varied Shapes, Altered in Real-Time as the User Adjusts the Point of View.
brain-age-prediction
Age prediction of individuals based on their brain MRI scans. We are provided with a dataset comprising 652 brain MRIs, each accompanied by the corresponding age of the subject. The ultimate goal is to develop and compare the performance of two supervised learning models for age regression.
continual-learning-image-classification
Continual learning techniques on image classification tasks with MNIST, Fashion MNIST, CIFAR-10 and CIFAR-100 datasets. Effortlessly compare and assess the outcomes of each method, meticulously documented in an Excel file for a comprehensive evaluation.
DINO-object-detection
This GitHub repository hosts a powerful Object Detection model called DINO (4-scale, SwinL), which has been pre-trained on the COCO validation set from 2017. Its primary purpose is to accurately label ground-based objects within an established dataset of aerial objects.
image-classification-CIFAR10
Image classification project on the CIFAR-10 dataset using Convolutional Neural Networks (CNNs). The project covers all the essential steps from data loading and preprocessing to model training and evaluation.
Mapping-Fibrotic-Substrate-in-Cardiac-Signals
This project enhances Atrial Fibrillation (AF) treatment by refining electroanatomical mapping techniques with MATLAB. It accurately locates ablation points in fibrotic tissue by reconstructing Extracellular Potentials (EPs) from Electrogram (EGM) signals, offering promising insights into identifying reentrant points.
tennis-game-1player
Java-based single-player tennis game where players control a paddle to bounce a ball, increasing their score with each successful hit. Features Mario Bros music during gameplay, wall collision sound effects, and a "d'oh" from Homer Simpson upon losing. Real-time score updates and visual elements enhance the user experience.
pascual-tejero's Repositories
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