javierlorenzod
Research Scientist @ NIQ, prev. researcher @ INVETT Research Group (UAH). Passionate about data, software engineering and AI.
NielsenIQSpain
Pinned Repositories
CAPformer
LSTM-Human-Activity-Recognition
Human activity recognition using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six categories (WALKING, WALKING_UPSTAIRS, WALKING_DOWNSTAIRS, SITTING, STANDING, LAYING).
Pedestrian-Intention-Prediction
pytorch-attention-mechanism
Attention mechanism implemented in PyTorch
Time-Series-Analysis
This project uses machine learning algorithms to analyze waiting time at DMV offices.
javierlorenzod's Repositories
javierlorenzod/3D-ResNets-PyTorch
3D ResNets for Action Recognition (CVPR 2018)
javierlorenzod/a-PyTorch-Tutorial-to-Image-Captioning
Show, Attend, and Tell | a PyTorch Tutorial to Image Captioning
javierlorenzod/A-to-Z-Resources-for-Students
Curated list of resources for college students
javierlorenzod/Action-Recognition
Exploration of different solutions to action recognition in video, using neural networks implemented in PyTorch.
javierlorenzod/Awsome-Deep-Learning-for-Video-Analysis
Papers, code and datasets about deep learning and multi-modal learning for video analysis
javierlorenzod/ConvLSTM_pytorch
Implementation of Convolutional LSTM in PyTorch.
javierlorenzod/DAIN
Depth-Aware Video Frame Interpolation (CVPR 2019)
javierlorenzod/DeepTP
A deep generative model to predict aircraft actual trajectories using high dimensional weather data
javierlorenzod/dl-notes
Notes taken related to Deep Learning, mainly using PyTorch
javierlorenzod/Dynamic-Trajectory-Predictor
Repo for the paper 'Forecasting Pedestrian Trajectory with Machine-Annotated Training Data'. IV 2019
javierlorenzod/HigherHRNet-Human-Pose-Estimation
This is an official implementation of our CVPR 2020 paper "HigherHRNet: Scale-Aware Representation Learning for Bottom-Up Human Pose Estimation" (https://arxiv.org/abs/1908.10357)
javierlorenzod/HRNet-Bottom-Up-Pose-Estimation
This is an official pytorch implementation of “Bottom-Up Human Pose Estimation by Ranking Heatmap-Guided Adaptive Keypoint Estimates” (https://arxiv.org/abs/2006.15480).
javierlorenzod/JAAD
Annotation data for JAAD (Joint Attention in Autonomous Driving) Dataset
javierlorenzod/javierlorenzod
javierlorenzod/LaTeX-Templates
Personal LaTeX templates.
javierlorenzod/monoloco
(ICCV 2019) Official implementation of "MonoLoco: Monocular 3D Pedestrian Localization and Uncertainty Estimation" in PyTorch
javierlorenzod/Object-Detection-Metrics
Most popular metrics used to evaluate object detection algorithms.
javierlorenzod/OpenSfM
Open source Structure from Motion pipeline
javierlorenzod/personal-website
Code that'll help you kickstart a personal website that showcases your work as a software developer.
javierlorenzod/PIEPredict
PIE: A Large-Scale Dataset and Models for Pedestrian Intention Estimation and Trajectory Prediction
javierlorenzod/plainwhite-jekyll
A configurable portfolio-style jekyll theme for writers.
javierlorenzod/pytorch-lightning-conference-seed
Pytorch Lightning code guideline for conferences
javierlorenzod/pytorch-tabular
A python script for a PyTorch feed forward neural network for tabular data using categorical embeddings.
javierlorenzod/sgnmt
Decoding platform for machine translation research
javierlorenzod/socialways
Social Ways: Learning Multi-Modal Distributions of Pedestrian Trajectories with GANs
javierlorenzod/Spatiotemporal-Residual-Propagation
Code release for ICCV 2019 paper "Spatiotemporal Feature Residual Propagation for Action Prediction"
javierlorenzod/TrackNPred
This is the code base for our ACM CSCS 2019 paper: "RobustTP: End-to-End Trajectory Prediction for Heterogeneous Road-Agents in Dense Traffic with Noisy Sensor Inputs". This codebase contains implementations for several trajectory prediction methods including Social-GAN and TraPHic.
javierlorenzod/Trajectory-Transformer
Code for "Transformer Networks for Trajectory Forecasting"
javierlorenzod/vid2vid
Pytorch implementation of our method for high-resolution (e.g. 2048x1024) photorealistic video-to-video translation.
javierlorenzod/Video-Action-Transformer-Network-Pytorch-
Implementation of the paper Video Action Transformer Network