Javier Lorenzo Díaz's repositories
pytorch-attention-mechanism
Attention mechanism implemented in PyTorch
common
Common code used by many of my projects
ConvLSTM_pytorch
Implementation of Convolutional LSTM in PyTorch.
DAIN
Depth-Aware Video Frame Interpolation (CVPR 2019)
DCENet
Exploring Dynamic Context for Multi-path Trajectory Prediction
dl-notes
Notes taken related to Deep Learning, mainly using PyTorch
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)
how-to-secure-anything
How to systematically secure anything: a repository about security engineering
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).
keras-attention-mechanism
Attention mechanism Implementation for Keras.
lightning-tutorials
Collection of Pytorch lightning tutorial form as rich scripts automatically transformed to ipython notebooks.
mmsegmentation
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
monoloco
(ICCV 2019) Official implementation of "MonoLoco: Monocular 3D Pedestrian Localization and Uncertainty Estimation" in PyTorch
nni
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
NVTabular
NVTabular is a feature engineering and preprocessing library for tabular data designed to quickly and easily manipulate terabyte scale datasets used to train deep learning based recommender systems.
Object-Detection-Metrics
Most popular metrics used to evaluate object detection algorithms.
PIE
Annotations for Pedestrian Intention Estimation (PIE) dataset
python-helloworld
Code from the lesson 5 of SUSE Course
pytorch-lightning
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
RubiksNet
Official repo for ECCV 2020 paper - RubiksNet: Learnable 3D-Shift for Efficient Video Action Recognition
suse_intro_course
Code used in the project in the intro course of "Cloud Native Fundamentals Scholarship Program" Nanodegree
TimeSformer
The official pytorch implementation of our paper "Is Space-Time Attention All You Need for Video Understanding?"
Trajectory-Transformer
Code for "Transformer Networks for Trajectory Forecasting"
Useful
Useful things (code,online resources, books, etc) that I have considered useful in my research/coding life