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

Attention-based CNN-LSTM and XGBoost hybrid model for stock prediction

Attention-based CNN-LSTM and XGBoost hybrid model for stock prediction Requirements The code has been tested running under Python 3.7.4, with the foll

84 Jan 01, 2023

TRIQ implementation

TRIQ Implementation TF-Keras implementation of TRIQ as described in Transformer for Image Quality Assessment. Installation Clone this repository. Inst

115 Dec 30, 2022

OSLO: Open Source framework for Large-scale transformer Optimization

O S L O Open Source framework for Large-scale transformer Optimization What's New: December 21, 2021 Released OSLO 1.0. What is OSLO about? OSLO is a

280 Nov 24, 2022

This repository contains the official MATLAB implementation of the TDA method for reverse image filtering

ReverseFilter TDA This repository contains the official MATLAB implementation of the TDA method for reverse image filtering proposed in the paper: "Re

2 Dec 13, 2021

TDN: Temporal Difference Networks for Efficient Action Recognition

TDN: Temporal Difference Networks for Efficient Action Recognition Overview We release the PyTorch code of the TDN(Temporal Difference Networks).

326 Dec 13, 2022

Code for the TIP 2021 Paper "Salient Object Detection with Purificatory Mechanism and Structural Similarity Loss"

PurNet Project for the TIP 2021 Paper "Salient Object Detection with Purificatory Mechanism and Structural Similarity Loss" Abstract Image-based salie

4 Aug 25, 2022

Hide screen when boss is approaching.

BossSensor Hide your screen when your boss is approaching. Demo The boss stands up. He is approaching. When he is approaching, the program fetches fac

6.2k Jan 07, 2023

Depth-Aware Video Frame Interpolation (CVPR 2019)

DAIN (Depth-Aware Video Frame Interpolation) Project | Paper Wenbo Bao, Wei-Sheng Lai, Chao Ma, Xiaoyun Zhang, Zhiyong Gao, and Ming-Hsuan Yang IEEE C

7.7k Dec 31, 2022

Real-Time-Student-Attendence-System - Real Time Student Attendence System

Real-Time-Student-Attendence-System The Student Attendance Management System Pro

1 Feb 15, 2022

Official Implementation for Fast Training of Neural Lumigraph Representations using Meta Learning.

Fast Training of Neural Lumigraph Representations using Meta Learning Project Page | Paper | Data Alexander W. Bergman, Petr Kellnhofer, Gordon Wetzst

39 Oct 08, 2022

code for `Look Closer to Segment Better: Boundary Patch Refinement for Instance Segmentation`

Look Closer to Segment Better: Boundary Patch Refinement for Instance Segmentation (CVPR 2021) Introduction PBR is a conceptually simple yet effective

143 Jan 05, 2023

Code for the paper "Adversarially Regularized Autoencoders (ICML 2018)" by Zhao, Kim, Zhang, Rush and LeCun

ARAE Code for the paper "Adversarially Regularized Autoencoders (ICML 2018)" by Zhao, Kim, Zhang, Rush and LeCun https://arxiv.org/abs/1706.04223 Disc

399 Jan 02, 2023

Keras implementation of Real-Time Semantic Segmentation on High-Resolution Images

Keras-ICNet [paper] Keras implementation of Real-Time Semantic Segmentation on High-Resolution Images. Training in progress! Requisites Python 3.6.3 K

87 Dec 16, 2022

This is a simple backtesting framework to help you test your crypto currency trading. It includes a way to download and store historical crypto data and to execute a trading strategy.

You can use this simple crypto backtesting script to ensure your trading strategy is successful Minimal setup required and works well with static TP a

154 Sep 12, 2022

You can draw the corresponding bounding box into the image and save it according to the result file (txt format) run by the tracker.

42 Dec 06, 2022

[ ICCV 2021 Oral ] Our method can estimate camera poses and neural radiance fields jointly when the cameras are initialized at random poses in complex scenarios (outside-in scenes, even with less texture or intense noise )

GNeRF This repository contains official code for the ICCV 2021 paper: GNeRF: GAN-based Neural Radiance Field without Posed Camera. This implementation

191 Dec 26, 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

Attention-based CNN-LSTM and XGBoost hybrid model for stock prediction

TRIQ implementation

OSLO: Open Source framework for Large-scale transformer Optimization

This repository contains the official MATLAB implementation of the TDA method for reverse image filtering

TDN: Temporal Difference Networks for Efficient Action Recognition

Code for the TIP 2021 Paper "Salient Object Detection with Purificatory Mechanism and Structural Similarity Loss"

Hide screen when boss is approaching.

Depth-Aware Video Frame Interpolation (CVPR 2019)

Real-Time-Student-Attendence-System - Real Time Student Attendence System

Official Implementation for Fast Training of Neural Lumigraph Representations using Meta Learning.

code for `Look Closer to Segment Better: Boundary Patch Refinement for Instance Segmentation`

Code for the paper "Adversarially Regularized Autoencoders (ICML 2018)" by Zhao, Kim, Zhang, Rush and LeCun

Keras implementation of Real-Time Semantic Segmentation on High-Resolution Images

This is a simple backtesting framework to help you test your crypto currency trading. It includes a way to download and store historical crypto data and to execute a trading strategy.

You can draw the corresponding bounding box into the image and save it according to the result file (txt format) run by the tracker.

[ ICCV 2021 Oral ] Our method can estimate camera poses and neural radiance fields jointly when the cameras are initialized at random poses in complex scenarios (outside-in scenes, even with less texture or intense noise )

The official repo of the CVPR 2021 paper Group Collaborative Learning for Co-Salient Object Detection .

E-Ink Magic Calendar that automatically syncs to Google Calendar and runs off a battery powered Raspberry Pi Zero

PIXIE: Collaborative Regression of Expressive Bodies

[ICCV'21] Pri3D: Can 3D Priors Help 2D Representation Learning?