AlexandreBrown

AerialSemanticSegmentation

Aerial Semantic Segmentation from Drone images using Deep Learning (Convolutional Neural Network)

BinarySearchTreeADT

Efficient Implementation of Binary Search Tree & AVL Binary Tree

DeepLearningIris

PyTorch deep learning model for classifying flowers in the Iris dataset.

GraphCreator

Bare bone tool to generate a graph to DOT format

GTestSetupRemoteDownload

RL-ViGen-Portable

This is a fork of "RL-ViGen: A Reinforcement Learning Benchmark for Visual Generalization" to make it more portable for ease of use in research. The goal of this repository is to provide an easier way to install RL-ViGen environments (only envs) in already established repos with minimal dependencies.

RoboHive-TorchRL-Prototype

Small prototype to show RoboHive usage with TorchRL for visual deep reinforcement learning

Transformer

PyTorch implementation of the transformer deep neural network model architecture presented in the paper "Attention Is All You Need"

WildfirePrediction

Canada Wildfire Prediction Using Deep Learning

cloud-cover-detection

Cloud Cover Detection using Deep Learning

AlexandreBrown/WildfirePrediction

Canada Wildfire Prediction Using Deep Learning

AlexandreBrown/RL-ViGen-Portable

This is a fork of "RL-ViGen: A Reinforcement Learning Benchmark for Visual Generalization" to make it more portable for ease of use in research. The goal of this repository is to provide an easier way to install RL-ViGen environments (only envs) in already established repos with minimal dependencies.

AlexandreBrown/DeepLearningIris

PyTorch deep learning model for classifying flowers in the Iris dataset.

AlexandreBrown/GTestSetup

AlexandreBrown/Transformer

PyTorch implementation of the transformer deep neural network model architecture presented in the paper "Attention Is All You Need"

AlexandreBrown/RLBench-TorchRL-Prototype

Small prototype to show RLBench usage with TorchRL

AlexandreBrown/RoboHive-TorchRL-Prototype

Small prototype to show RoboHive usage with TorchRL for visual deep reinforcement learning

AlexandreBrown/VisualTDM

Deep Reinforcement Learning PyTorch Implementation of Temporal Difference Models extended to images using latent representation

AlexandreBrown/alexandrebrown.github.io

AlexandreBrown/AWS-Beanstalk-Setup-Guide

Quick guide about how to get started with AWS Beanstalk with HTTPS and a custom domain name

AlexandreBrown/dmcgb2

Official release of the DMControl Generalization Benchmark 2 (DMC-GB2)

AlexandreBrown/dmcontrol-generalization-benchmark

DMControl Generalization Benchmark

AlexandreBrown/drqv2

DrQ-v2: Improved Data-Augmented Reinforcement Learning

AlexandreBrown/FindMinMax

Min max search using various algorithms

AlexandreBrown/FTD

AlexandreBrown/Habitat-TorchRL-Prototype

Small prototype to show Habitat usage with TorchRL for visual deep reinforcement learning

AlexandreBrown/Hopkins-Statistic

AlexandreBrown/icevision

An Agnostic Computer Vision Framework - Pluggable to any Training Library: Fastai, Pytorch-Lightning with more to come

AlexandreBrown/Kubeflow

Copy of AWS repository for Kubeflow installation that has kfp v2 setup for KF 1.7

AlexandreBrown/kubeflow-manifests

AWS integration with KubeFlow.

AlexandreBrown/mask-distractions

[AAMAS 2024] Code for the paper "MaDi: Learning to Mask Distractions for Generalization in Visual Deep RL"

AlexandreBrown/MergeSort

C++ implementation of Merge Sort algorithm

AlexandreBrown/Multilayer-Perceptron-from-scatch

Basic implementation of a multiyaer perceptron implemented from scratch using Numpy and trained on the MNIST dataset.

AlexandreBrown/neo-x.github.io

Public website for Glen Berseth

AlexandreBrown/PIE-G

This is the repo of NeurIPS 2022 paper: "Pre-Trained Image Encoder for Generalizable Visual Reinforcement Learning"

AlexandreBrown/Point-Cloud-Deep-Learning

Deep Learning Models on Point Cloud datasets

AlexandreBrown/QuickSort

C++ implementation of Quick Sort algorithm

AlexandreBrown/robot_learning

AlexandreBrown/website

User documentation for KServe.

AlexandreBrown/website-1

Kubeflow's public website