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caoloss's Projects

terraform-aws-eks icon terraform-aws-eks

Terraform module to create an Elastic Kubernetes (EKS) cluster and associated worker instances on AWS

terraform-cdk icon terraform-cdk

Define infrastructure resources using programming constructs and provision them using HashiCorp Terraform

terraform-docs icon terraform-docs

Generate documentation from Terraform modules in various output formats

terraformer icon terraformer

CLI tool to generate terraform files from existing infrastructure (reverse Terraform). Infrastructure to Code

terraforming icon terraforming

Export existing AWS resources to Terraform style (tf, tfstate)

tomcat icon tomcat

Docker Official Image packaging for Apache Tomcat

transfer-learning-face-anti-spoofing-attack-model icon transfer-learning-face-anti-spoofing-attack-model

This repository contains the jupyter and mathematica notebooks of the Transfer Learning Model on VGG16, ResNet 50 architecture with ImageNet weights and FaceNet, and also our code proposed of the technique anti spoofing in the paper "Face Liveness Detection Based on Perceptual Image Quality Assessment Features with Multi-scale Analysis". Our project is about a Transfer Learning CNN on VGG16 architecture because it has the best results with an accuracy of 93,016 % in CASIA dataset, 97,321 % MDP dataset and 91,142 % NUAA dataset, we use a "real-time" landmark detection however the transfer learning model and landmark detection don't work together yet (our future work is that these two technologies can work together to reduce errors and improve the accuracy). This also contains the full paper of the "Anti Spoofing Face Detection Technique based on Transfer Learning Convolutional Neural Networks and Real-Time Facial Landmark Detection" to the Latinx in AI - ICML Workshop call.

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