Projects for AI/ML and IoT integration for games and other presented at re:Invent 2021.

Last update: Nov 30, 2022

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Deep Learning Playground4AWS

Overview

Playground4AWS

Projects for AI/ML and IoT integration for games and other presented at re:Invent 2021.

Architecture

Minecraft and Lamps

This project is a Minecraft Modding using Forge platform, Node-Red, IoT device with ESP32 and AWS IoT Core to manage messages, security and device fleet.

To replicate this tutorial you will need:

Install Java Development Kit
Install Node-RED
Clone the github project
Configure AWS IoT Core
Configure Node-RED

Follow this tutorial to replicate this demo.

Check the running demo here:

IoT Device with ESP32

Demo #4

Owner

Vinicius Senger

Senior Technical Evangelist @ AWS. IoT, embedded, device-to-cloud architectures and serverless

GitHub Repository

PoseViz – Multi-person, multi-camera 3D human pose visualization tool built using Mayavi.

PoseViz – 3D Human Pose Visualizer Multi-person, multi-camera 3D human pose visualization tool built using Mayavi. As used in MeTRAbs visualizations.

79 Dec 30, 2022

Official Pytorch Implementation of Adversarial Instance Augmentation for Building Change Detection in Remote Sensing Images.

IAug_CDNet Official Implementation of Adversarial Instance Augmentation for Building Change Detection in Remote Sensing Images. Overview We propose a

53 Dec 02, 2022

DirectVoxGO reconstructs a scene representation from a set of calibrated images capturing the scene.

DirectVoxGO reconstructs a scene representation from a set of calibrated images capturing the scene. We achieve NeRF-comparable novel-view synthesis quality with super-fast convergence.

709 Dec 31, 2022

Res2Net for Instance segmentation and Object detection using MaskRCNN

Res2Net for Instance segmentation and Object detection using MaskRCNN Since the MaskRCNN-benchmark of facebook is deprecated, we suggest to use our mm

55 Oct 30, 2022

Replication of Pix2Seq with Pretrained Model

Pretrained-Pix2Seq We provide the pre-trained model of Pix2Seq. This version contains new data augmentation. The model is trained for 300 epochs and c

51 Nov 22, 2022

PyZebrascope - an open-source Python platform for brain-wide neural activity imaging in behaving zebrafish

1 May 31, 2022

TSP: Temporally-Sensitive Pretraining of Video Encoders for Localization Tasks

TSP: Temporally-Sensitive Pretraining of Video Encoders for Localization Tasks [Paper] [Project Website] This repository holds the source code, pretra

83 Dec 21, 2022

Implementation of "StrengthNet: Deep Learning-based Emotion Strength Assessment for Emotional Speech Synthesis"

StrengthNet Implementation of "StrengthNet: Deep Learning-based Emotion Strength Assessment for Emotional Speech Synthesis" https://arxiv.org/abs/2110

65 Dec 20, 2022

Self-Learning - Books Papers, Courses & more I have to learn soon

968 Jan 02, 2022

Team nan solution repository for FPT data-centric competition. Data augmentation, Albumentation, Mosaic, Visualization, KNN application

FPT_data_centric_competition - Team nan solution repository for FPT data-centric competition. Data augmentation, Albumentation, Mosaic, Visualization, KNN application

2 Oct 30, 2022

Official implementation of "UCTransNet: Rethinking the Skip Connections in U-Net from a Channel-wise Perspective with Transformer"

[AAAI2022] UCTransNet This repo is the official implementation of "UCTransNet: Rethinking the Skip Connections in U-Net from a Channel-wise Perspectiv

199 Jan 03, 2023

Projects for AI/ML and IoT integration for games and other presented at re:Invent 2021.

Related tags

Overview

Playground4AWS

Architecture

Minecraft and Lamps

IoT Device with ESP32

Demo #4

Owner

Vinicius Senger

PoseViz – Multi-person, multi-camera 3D human pose visualization tool built using Mayavi.

Official Pytorch Implementation of Adversarial Instance Augmentation for Building Change Detection in Remote Sensing Images.

DirectVoxGO reconstructs a scene representation from a set of calibrated images capturing the scene.

Res2Net for Instance segmentation and Object detection using MaskRCNN

Replication of Pix2Seq with Pretrained Model

PyZebrascope - an open-source Python platform for brain-wide neural activity imaging in behaving zebrafish

TSP: Temporally-Sensitive Pretraining of Video Encoders for Localization Tasks

Implementation of "StrengthNet: Deep Learning-based Emotion Strength Assessment for Emotional Speech Synthesis"

Self-Learning - Books Papers, Courses & more I have to learn soon

Team nan solution repository for FPT data-centric competition. Data augmentation, Albumentation, Mosaic, Visualization, KNN application

Official implementation of "UCTransNet: Rethinking the Skip Connections in U-Net from a Channel-wise Perspective with Transformer"

A Gura parser implementation for Python

The Malware Open-source Threat Intelligence Family dataset contains 3,095 disarmed PE malware samples from 454 families

ThunderGBM: Fast GBDTs and Random Forests on GPUs

Machine Learning University: Accelerated Computer Vision Class

Fast, general, and tested differentiable structured prediction in PyTorch

code for "Self-supervised edge features for improved Graph Neural Network training",

Stratified Transformer for 3D Point Cloud Segmentation (CVPR 2022)

Code for "Multi-Compound Transformer for Accurate Biomedical Image Segmentation"

TransGAN: Two Transformers Can Make One Strong GAN