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Andres Fernandez's Projects

caffe icon caffe

Caffe: a fast open framework for deep learning.

dcase2021_umaps icon dcase2021_umaps

Using UMAP to inspect audio anomalies under domain-shift conditions [DCASE2021]

deepobs icon deepobs

DeepOBS: A Deep Learning Optimizer Benchmark Suite

elsapy icon elsapy

A Python module for use with Elsevier's APIs: Scopus, ScienceDirect, others.

emacs.d icon emacs.d

An Emacs configuration bundle with batteries included

emokine icon emokine

"EMOKINE: A Kinematic Dataset and Computational Framework for scaling up the Creation of Highly Controlled Emotional Full-Body Movement Datasets"

fpga-vhdl icon fpga-vhdl

contains my work done for the hardware-practicum at the uni

fsd_fed icon fsd_fed

Federated learning using the FSD50K audio database.

hpc-exercises icon hpc-exercises

exercises for the "high performance computing" praktikum (Prof. Kisel)

human-renderer icon human-renderer

Rendering human poses from sequential data using Python3 and MakeHuman

iamusica_demo icon iamusica_demo

ONSETS&VELOCITIES real-time piano detection - Python demo [EUSIPCO2023]

iamusica_training icon iamusica_training

ONSETS&VELOCITIES real-time piano detection - PyTorch training [EUSIPCO2023]

label-studio icon label-studio

Label Studio is a multi-type data labeling and annotation tool with standardized output format

labelme icon labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

meta-learning-codebrim icon meta-learning-codebrim

Open-source code for our CVPR19 paper "Meta-learning Convolutional Neural Architectures for Multi-target Concrete Defect Classification with the COncrete DEfect BRidge IMage Dataset": https://arxiv.org/abs/1904.08486

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