pherrusa7
Deep Learning * Spatiotemporal Data * 3D Perception & Reconstruction * VR/AR. Prev: Weather & Traffic Forecasting * Data Fusion * Generalization.
UNISONSan José, California.
Pinned Repositories
Bounce-Ball
Funny game to get start with Unity3D
Caffe-Utilities
Some caffe (http://caffe.berkeleyvision.org/) tricks and utilities to share
DAT4
General Assembly's Data Science course in Washington, DC
Deep-Learning-and-Causal-Inference
foodCAT
A convolutional Neural Network which recognize food classes by pictures
gradcam_plus_plus-pytorch
A Simple pytorch implementation of GradCAM and GradCAM++
Sentinel5P
Some scripts that help you downloading and processing satellite data from L2 to L3 products form Sentinel-5P mission: "perform atmospheric measurements with high spatio-temporal resolution, to be used for air quality, ozone & UV radiation, and climate monitoring & forecasting." Note that L2 products are processed measurements provided by ESA (https://sentinels.copernicus.eu/web/sentinel/missions/sentinel-5p) and L3 is the projection of these measurements into a common grid or raster (https://desktop.arcgis.com/en/arcmap/10.3/manage-data/raster-and-images/what-is-raster-data.htm)
Traffic4cast_NeurIPS_2019
Visual_Explanations_for_CNNs
I did research in all kind of visual explanations for CNNs since saliency maps and another techniques ending up with Grad-CAM, the newer, which I have implemented a general version that can be used for any model in keras.
Weather4cast2021
Code accompanying our IARAI Weather4cast Challenge
pherrusa7's Repositories
pherrusa7/Sentinel5P
Some scripts that help you downloading and processing satellite data from L2 to L3 products form Sentinel-5P mission: "perform atmospheric measurements with high spatio-temporal resolution, to be used for air quality, ozone & UV radiation, and climate monitoring & forecasting." Note that L2 products are processed measurements provided by ESA (https://sentinels.copernicus.eu/web/sentinel/missions/sentinel-5p) and L3 is the projection of these measurements into a common grid or raster (https://desktop.arcgis.com/en/arcmap/10.3/manage-data/raster-and-images/what-is-raster-data.htm)
pherrusa7/Caffe-Utilities
Some caffe (http://caffe.berkeleyvision.org/) tricks and utilities to share
pherrusa7/Weather4cast2021
Code accompanying our IARAI Weather4cast Challenge
pherrusa7/foodCAT
A convolutional Neural Network which recognize food classes by pictures
pherrusa7/Traffic4cast_NeurIPS_2019
pherrusa7/Visual_Explanations_for_CNNs
I did research in all kind of visual explanations for CNNs since saliency maps and another techniques ending up with Grad-CAM, the newer, which I have implemented a general version that can be used for any model in keras.
pherrusa7/gradcam_plus_plus-pytorch
A Simple pytorch implementation of GradCAM and GradCAM++
pherrusa7/Bounce-Ball
Funny game to get start with Unity3D
pherrusa7/DAT4
General Assembly's Data Science course in Washington, DC
pherrusa7/Deep-Learning-and-Causal-Inference
pherrusa7/Examples
Examples code
pherrusa7/InterestPoints
Find interest Points in your city for your customers under some criteria
pherrusa7/LabelMeAnnotationTool
Source code for the LabelMe annotation tool.
pherrusa7/ml-contests-conf
ML and DL related contests, competitions and conference challenges.
pherrusa7/mlcontests.github.io
A list of public machine learning/data science/AI contests.
pherrusa7/Monocular-Video-Odometery
Monocular odometry using OpenCV
pherrusa7/NeurIPS2019-traffic4cast
sample code for our traffic4cast NeurIPS 2019 competition
pherrusa7/ObjectPoseEstimationSummary
Resources (papers, datasets, rendering methods) in the domain of object pose estimation.
pherrusa7/ork.build
pherrusa7/orkid
Orkid Media Engine (C++/Lua/Python3/Linux/MacOs/OpenVR)
pherrusa7/pherrusa7.github.io
pherrusa7/probability_cheatsheet
A comprehensive 10-page probability cheatsheet that covers a semester's worth of introduction to probability.
pherrusa7/RGBDToolkit
Filmmaking toolkit for depth sensors and high resolution color cameras
pherrusa7/weather4cast
Code accompanying our IARAI Weather4cast Challenge
pherrusa7/weather4cast-2022
Starter Kit for the NeurIPS 2022 Weather4cast competition