Name: Oscar J. Pellicer-Valero
Type: User
Company: University of Valencia
Bio: Postdoc at University of Valencia, Spain. Formerly working on medical image analysis using AI, and now focused on climate and Remote Sensing applications
Location: Valencia, Spain
Oscar J. Pellicer-Valero's Projects
A simple Python script to generate a deck of Anki cards from a Kindle vocabulary database or a list of words
Transform a Modelica model (BSM1) into a Python OpenAI Gym environment, and optimize operation cost using reinforcement learning.
A tutorial for getting started with machine learning for climate modeling
Code for the PhD Thesis of Oscar J. Pellicer-Valero, which employs several Artificial Intelligence algorithms to analyze Magnetic Resonance and Ultrasound images of the prostate and thereby improve the efficiency and accuracy in diagnosis, biopsy and treatment of prostate cancer
EarthNet Models PyTorch - Deep Neural Networks for geospatial vegetation forecasting.
Some testing on the EarthNet21 dataset
Github Action for Godot 4.x HTML5 export
Fork of graphcast
Hybrid ML + physics model of the Earth's atmosphere
Simple library for quickly plotting 2D, 3D and 4D interactive images within Jupyter Notebooks.
Python package for point cloud registration using probabilistic model (Coherent Point Drift, GMMReg, SVR, GMMTree, FilterReg, Bayesian CPD)
Model for the detection, segmentation, and classification of prostate lesions from mpMRI, using ProstateX data and Retina U-Net
Python library for Self-Organizing Maps
Tiled Occlusion Attribution Method using Captum's interface
Visualization of spatio-temporal data with matplotlib and numpy backends
xarray accessor and zarr codec for working with video data