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/bayesian-machine-learning
Notebooks related to Bayesian methods for machine learning
javierlorenzod/BLVD
Building A Large-scale 5D Semantics Benchmark for Autonomous Driving
javierlorenzod/ConvNets
research and implementations of CNNs and their applications
javierlorenzod/DA-RNN
📃 PyTorch Implementation of DA-RNN (arXiv:1704.02971)
javierlorenzod/deep_intent
Modeling pedestrian and vehicular movement to determine stochastic response to anomalies
javierlorenzod/deeplearning-models
A collection of various deep learning architectures, models, and tips
javierlorenzod/DL-Seq2Seq
Implementation of papers on Deep Seq2seq learning using Pytorch.
javierlorenzod/eccv18_mtvae
Tensorflow Implementation of ECCV'18 paper: Multimodal Human Motion Synthesis
javierlorenzod/ganhacks
starter from "How to Train a GAN?" at NIPS2016
javierlorenzod/kvae
Kalman Variational Auto-Encoder
javierlorenzod/LSTM-VAE
Unsupervised Deep Learning for Temporal Multi-Omics
javierlorenzod/LVA-TrajectoryPredcition
javierlorenzod/mAP
mean Average Precision - This code evaluates the performance of your neural net for object recognition.
javierlorenzod/mathematics_dataset
javierlorenzod/mdn
Mixture density network implemented in PyTorch.
javierlorenzod/mindsdb
Framework to streamline use of neural networks
javierlorenzod/pytorch-seq2seq
An open source framework for seq2seq models in PyTorch.
javierlorenzod/Rectlabel-support
RectLabel - An image annotation tool to label images for bounding box object detection and segmentation.
javierlorenzod/sgan
Code for "Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks", Gupta et al, CVPR 2018
javierlorenzod/Stereo-RCNN
Code for 'Stereo R-CNN based 3D Object Detection for Autonomous Driving' (CVPR 2019)
javierlorenzod/svg
javierlorenzod/Tator
Tator: The video and image annotator
javierlorenzod/TCN
Sequence modeling benchmarks and temporal convolutional networks
javierlorenzod/TrafficPredict
Pytorch implementation for "TrafficPredict: Trajectory Prediction for Heterogeneous Traffic-Agents"
javierlorenzod/tree_structured_rslds
Tree-structured recurrent switching linear dynamical systems
javierlorenzod/vae-lagging-encoder
PyTorch implementation of Lagging Inference Networks and Posterior Collapse in Variational Autoencoders
javierlorenzod/Variational-Lstm-Autoencoder
Lstm variational auto-encoder API for time series anomaly detection and features extraction
javierlorenzod/video-classification
Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101
javierlorenzod/VNect-tensorflow
javierlorenzod/WorldModels
World Models code in Keras, using Charles' RNN-MDN