renatocastro33

Anomaly-Spatial-Transform-Network

Car-Monitoring-System-in-Apartment-Garages-by-Small-Autonomous-Car-using-Deep-Learning

This repository contains the main paper and all the files, programs, photos, videos, etc. used in this project.

DATATHON-ENTEL-2022---Reto2

Reto 2: Forecasting de abastecimiento de equipos

exercise

Exercise Github

People-Detection-and-Counting-In-Out-Line

A people detection using Yolo v3 and Deep Sort to count people who passes a certain line that delimits the entrance of a place. This program can count the people who get into the place or get out.

tigo_money_calculator

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.

Udacity---Deployment-Deeplearning

Udacity---Face-Generations

Udacity---Generate-TV-Scripts

renatocastro33/People-Detection-and-Counting-In-Out-Line

A people detection using Yolo v3 and Deep Sort to count people who passes a certain line that delimits the entrance of a place. This program can count the people who get into the place or get out.

renatocastro33/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.

renatocastro33/Anomaly-Spatial-Transform-Network

renatocastro33/Car-Monitoring-System-in-Apartment-Garages-by-Small-Autonomous-Car-using-Deep-Learning

This repository contains the main paper and all the files, programs, photos, videos, etc. used in this project.

renatocastro33/Udacity---Deployment-Deeplearning

renatocastro33/Udacity---Face-Generations

renatocastro33/exercise

Exercise Github

renatocastro33/tigo_money_calculator

renatocastro33/Udacity---Generate-TV-Scripts

renatocastro33/blogpost_scraping

renatocastro33/DATATHON-ENTEL-2022---Reto2

Reto 2: Forecasting de abastecimiento de equipos

renatocastro33/Keras_Introduction

Introduction to Keras applying CNN and RNN

renatocastro33/tf2_course

Notebooks for my "Deep Learning with TensorFlow 2 and Keras" course

renatocastro33/renatocastro33

renatocastro33/Udacity---Landmark-Classification-and-Tagging-for-Social-Media