angelvillar96

super-resolution-noisy-images

Official implementation of "Deep learning architectural designs for super-resolution of noisy images" by Villar et al. ICASSP 2021

TemplaTorch

Simple template for quick prototyping and standardization of deep learning projects

FaceEmoji

This project uses image processing techniques to perform face detection and deep learning in order to replace the faces by an emoji similar to the detected facial expression.

MSPred

Official implementation of "Video Prediction at Multiple Spatio-Temporal Scales with Hierarchical Recurrent Networks." by Villar-Corrales et al.

NimbRoNet3

Code to reproduce our NimbRoNet3 results for real-time preception on the soccer field

PoseBasedRetrievalDemo

Pose-Based Retrieval Web Tool

STLPose

Offical implementation of "Enhancing Human Pose Estimation in Ancient Vase Paintings via Perceptually-Grounded Style Transfer Learning" by Mahdu, Villar-Corrales, et al.

awesome-computer-vision

A curated list of awesome computer vision resources

opencv_speech_cod

PatternAnalysis

Unsupervised Learning and Pattern Analysis algortithms from the PA course offered by the Computer Science department at FAU.

SynpickVP

Helpers for loading, perprocessing and visualizing the SynpickVP dataset for video-based prediciton tasks

Tutorial-on-Autoencoders

Tutorial on Autoencoders. The notebooks and code here contained explain how autoencoders work and illustrate some of their common applications

Unsupervised-Decomposition-PCDNet-1

Official implementation of: Villar-Corrales and Behnke, "Unsupervised Image Decomposition with Phase-Correlation Networks", VISAPP 2022

vp-suite

A general framework for video prediction in PyTorch.

SeeFood-HackZurich2020

Prject for the HackZurich 2020 Hacktohn

Backend-HackZurich2020

CM_APP

ImageNet-Datasets-Downloader

ImageNet dataset downloader. Creates a custom dataset by specifying the required number of classes and images in a class.

Invisibility_Cloak

This project uses regular image processing techniques in order to emulate the invisble cloak from the movie Harry Potter and the Philosopher's Stone

IODINE

PyTorch re-implementation of Multi-Object Representation Learning with Iterative Variational Inference

Lamarr-LLM-Tutorial

Clone of the LLM Tutorial (Lamarr) provided by CASIA-LAB on 13.03.2024

lpn-pytorch

MCDS-VSS

Official implementation of 'MCDS-VSS: Moving Camera Dynamic Scene Video Semantic Segmentation by Filtering with Self-Supervised Geometry and Motion'

pytorch-lr-finder

A learning rate range test implementation in PyTorch

pytorch-openpose

pytorch implementation of openpose including Hand and Body Pose Estimation.

SPACE

Official PyTorch implementation of "SPACE: Unsupervised Object-Oriented Scene Representation via Spatial Attention and Decomposition"

synpick

SynPick dataset generator

training

🐝 Custom Object Detection and Classification Training

video-preprocessing

Yet-Another-EfficientDet-Pytorch

The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.