mvaldenegro

keras-uncertainty

Utilities to perform Uncertainty Quantification on Keras Models

marine-debris-fls-datasets

Marine Debris Datasets captured with a Forward-Looking Sonar in a water tank and turntable

pretrained-models-sonar-images

Pre-trained Models for Sonar Images releases and code.

UncertaintyML-course-ESSAI-labs

Lab material/code for the Uncertainty Quantification in Machine Learning Course @ ESSAI 2023, using Keras-Uncertainty and Pyro.

auv-perception

Sonar Perception library for AUVs, mostly code I wrote during my PhD

paper-subensembles-image-classification

Code for the paper "Deep Sub-Ensembles for Fast Uncertainty Estimation in Image Classification"

bayesian-object-localization

Implementation of simple object localization with model uncertainty on the pets dataset

benchmark-OOD-RL

Benchmark for Out of DIstribution Detection in Deep Reinforcement Learning

phd-thesis

My PhD Thesis titled "Deep Neural Networks for Marine Debris Detection in Sonar Images"

object-detection-sonar-pretrained-complexity

Code for our future paper about pre-trained models and sample complexity for Object Detection in Sonar Images

wikinotebook

A small notebook-like personal wiki application made with Qt5 and PySide2.

dnn-builder

A Keras-based Framework to easily build modern neural networks from building blocks

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

coremltools

Converter tools for Core ML.

etlegacy

ET: Legacy is an open source project based on the code of Wolfenstein: Enemy Territory which was released in 2010 under the terms of the GPLv3 license.

gym

A toolkit for developing and comparing reinforcement learning algorithms.

keras

Deep Learning for humans

keras-applications

Reference implementations of popular deep learning models.

keras-preprocessing

Utilities for working with image data, text data, and sequence data.

keras-snippets

Keras code snippets to do useful and repetitive tasks

latinxinai.github.io

mvaldenegro

My first repo :)

mvaldenegro.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

opencv

Open Source Computer Vision Library

paper-quality-epistemic-uncertainty-bayes

speed-uncertainty-benchmark

A comparison of uncertainty vs computation time trade-offs in image classification

SSD-keras

SSD: Single Shot MultiBox Detector in keras.

survey-uncertainty-ml

Annotated bibliography about Uncertainty in Machine Learning and Applications

talk-uncertainty-pydata-global-2020

Additional materials for the talk "Uncertainty Quantification in Neural Networks with Keras" at PyData Global 2020

tensorflow

Computation using data flow graphs for scalable machine learning