Miguel Saavedra-Ruiz (MikeS96)

MikeS96

Geek Repo

Company:@mila-iqia @montrealrobotics

Location:Montreal, Canada

Home Page:https://mikes96.github.io/

Twitter:@miguelSaaRuiz

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Miguel Saavedra-Ruiz's starred repositories

manim

Animation engine for explanatory math videos

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manim

A community-maintained Python framework for creating mathematical animations.

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albumentations

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

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hydra

Hydra is a framework for elegantly configuring complex applications

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PX4-Autopilot

PX4 Autopilot Software

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latexify_py

A library to generate LaTeX expression from Python code.

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NYU-DLSP20

NYU Deep Learning Spring 2020

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lightning-hydra-template

PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡

habitat-sim

A flexible, high-performance 3D simulator for Embodied AI research.

Language:C++License:MITStargazers:2412Issues:79Issues:744

quiver

A modern commutative diagram editor for the web.

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kiss-icp

A LiDAR odometry pipeline that just works

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pykitti

Python tools for working with KITTI data.

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PX4-SITL_gazebo-classic

Set of plugins, models and worlds to use with OSRF Gazebo Simulator in SITL and HITL.

navlie

A state estimation package for Lie groups!

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gtsam-quadrics

An extension of gtsam to provide support for optimizing quadric landmarks

Language:C++License:BSD-3-ClauseStargazers:127Issues:8Issues:24

Dropout_Tutorial_in_PyTorch

Dropout as Regularization and Bayesian Approximation

Language:Jupyter NotebookLicense:GPL-3.0Stargazers:53Issues:2Issues:0

maskrcnn_train_tensorflow_colab

Google Colab (Jupyter) notebook to train Instance Segmentation Tensorflow model with custom dataset, based on Matterport Mask R-CNN

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GRAE

Geometry Regularized Autoencoders (GRAE) for large-scale visualization and manifold learning

Language:Jupyter NotebookLicense:GPL-3.0Stargazers:19Issues:2Issues:10

one4all

An end-to-end fully parametric method for image-goal navigation that leverages self-supervised and manifold learning to replace the topological graph with a geodesic regressor.

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dino

Image segmentation code for Monocular Robot Navigation with Self-Supervised Pretrained Vision Transformers.

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autonomous_landing_data_analysis

Data analysis of the results obtained from a simulation of an autonomous landing system of a UAV using ROS and Gazebo.

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