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

Code for SyncTwin: Treatment Effect Estimation with Longitudinal Outcomes (NeurIPS 2021)

SyncTwin: Treatment Effect Estimation with Longitudinal Outcomes (NeurIPS 2021) SyncTwin is a treatment effect estimation method tailored for observat

3 Nov 03, 2022

Align before Fuse: Vision and Language Representation Learning with Momentum Distillation

This is the official PyTorch implementation of the ALBEF paper [Blog]. This repository supports pre-training on custom datasets, as well as finetuning on VQA, SNLI-VE, NLVR2, Image-Text Retrieval on

805 Jan 09, 2023

PyTorch Implementation of VAENAR-TTS: Variational Auto-Encoder based Non-AutoRegressive Text-to-Speech Synthesis.

VAENAR-TTS - PyTorch Implementation PyTorch Implementation of VAENAR-TTS: Variational Auto-Encoder based Non-AutoRegressive Text-to-Speech Synthesis.

67 Nov 14, 2022

PyTorch implementations of Top-N recommendation, collaborative filtering recommenders.

129 Dec 22, 2022

This repository is the code of the paper "Sparse Spatial Transformers for Few-Shot Learning".

🌟 Sparse Spatial Transformers for Few-Shot Learning This code implements the Sparse Spatial Transformers for Few-Shot Learning(SSFormers). Our code i

38 Dec 13, 2022

CLIP (Contrastive Language–Image Pre-training) for Italian

Italian CLIP CLIP (Radford et al., 2021) is a multimodal model that can learn to represent images and text jointly in the same space. In this project,

114 Dec 29, 2022

Python interface for the DIGIT tactile sensor

DIGIT-INTERFACE Python interface for the DIGIT tactile sensor. For updates and discussions please join the #DIGIT channel at the www.touch-sensing.org

35 Dec 22, 2022

Image-to-image translation with conditional adversarial nets

pix2pix Project | Arxiv | PyTorch Torch implementation for learning a mapping from input images to output images, for example: Image-to-Image Translat

9.3k Jan 08, 2023

Starter Code for VALUE benchmark

StarterCode for VALUE Benchmark This is the starter code for VALUE Benchmark [website], [paper]. This repository currently supports all baseline model

73 Dec 09, 2022

Hand gesture recognition based whiteboard that allows you to write on live webcam. This is the first version and has features like 4 different colors, eraser and a recording option that records your session and saves it in a "recordings" folder. Use index finger to draw and two or more fingers to move around and select items. Future version will contain more functionalities like changeable thickness, color palette, integration with zoom and google meet etc.

hand-write Hand gesture recognition based whiteboard that allows you to write on live webcam. This is the first version and has features like 4 differ

27 Dec 16, 2022

Dynamics-aware Adversarial Attack of 3D Sparse Convolution Network

Leaded Gradient Method (LGM) This repository contains the PyTorch implementation for paper Dynamics-aware Adversarial Attack of 3D Sparse Convolution

2 Oct 18, 2022

This repository is the official implementation of Using Time-Series Privileged Information for Provably Efficient Learning of Prediction Models

Using Time-Series Privileged Information for Provably Efficient Learning of Prediction Models Link to paper Abstract We study prediction of future out

2 Aug 19, 2022

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

Code for SyncTwin: Treatment Effect Estimation with Longitudinal Outcomes (NeurIPS 2021)

Align before Fuse: Vision and Language Representation Learning with Momentum Distillation

PyTorch Implementation of VAENAR-TTS: Variational Auto-Encoder based Non-AutoRegressive Text-to-Speech Synthesis.

PyTorch implementations of Top-N recommendation, collaborative filtering recommenders.

This repository is the code of the paper "Sparse Spatial Transformers for Few-Shot Learning".

CLIP (Contrastive Language–Image Pre-training) for Italian

Python interface for the DIGIT tactile sensor

Image-to-image translation with conditional adversarial nets

Starter Code for VALUE benchmark

Dynamics-aware Adversarial Attack of 3D Sparse Convolution Network

This repository is the official implementation of Using Time-Series Privileged Information for Provably Efficient Learning of Prediction Models

CFNet: Cascade and Fused Cost Volume for Robust Stereo Matching（CVPR2021）

Semantic graph parser based on Categorial grammars

SMCA replication There are no extra compiled components in SMCA DETR and package dependencies are minimal

Precomputed Real-Time Texture Synthesis with Markovian Generative Adversarial Networks

Tackling data scarcity in Speech Translation using zero-shot multilingual Machine Translation techniques

[CVPR 2022] Deep Equilibrium Optical Flow Estimation

Proof-Of-Concept Piano-Drums Music AI Model/Implementation

Monk is a low code Deep Learning tool and a unified wrapper for Computer Vision.