In my code portfolio, I generally try new techniques and methods in machine learning. I don't like only copying and pasting.

My Deep Learning Projects (Classification, Segmentation, Object Detection, NLP, Deep Multiple Instance Learning)

This repository contains the source code for my paper on masked face segmentation. Utilizing PyTorch, we developed a deep learning segmentation network to accurately identify mask regions on faces.

Exploratory data analysis projects

collection of diffusion model papers categorized by their subareas

Machine learning and data analysis package implemented in JavaScript and its online demo.

Este repositorio presenta una implementación de segmentación de mamas utilizando YOLOv8. La segmentación de mamas es crucial en el diagnóstico de cáncer de mama. El proyecto incluye un notebook detallado y una demostración desplegada para probar el modelo en tiempo real.

CVPR 2023-2024 Papers: Dive into advanced research presented at the leading computer vision conference. Keep up to date with the latest developments in computer vision and deep learning. Code included. ⭐ support visual intelligence development!

BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models

Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

Grounding DINO + Segment Anything Model (SAM)

SafeAR - Supporting privacy and confidentiality in augmented reality context Repo

Nellie: Automated organelle segmentation, tracking, and hierarchical feature extraction in 2D/3D live-cell microscopy

A lightweight Franklin plugin for experimentation and segmentation.

Medical Image Segmentation with Diffusion Model

MONAI Label is an intelligent open source image labeling and learning tool.

PyTorch Connectomics: segmentation toolbox for EM connectomics

[ICLR 2024] Supervised Pre-Trained 3D Models for Medical Image Analysis

Segment Anything for Microscopy

cardiAc ultrasound Segmentation & Color-dopplEr dealiasiNg Toolbox (ASCENT)