Pinned Repositories
Analysis-of-classifiers-robust-to-noisy-labels
Analysis of robust classification algorithms for overcoming class-dependant labelling noise: Forward, Importance Reweighting and T-revision. We demonstrate methods for estimating the transition matrix in order to obtain better classifier performance when working with noisy data.
Analysis-of-the-robustness-of-NMF-algorithms
Analysis of the robustness of non-negative matrix factorization (NMF) techniques: L2-norm, L1-norm, and L2,1-norm
Cover-Letter-Generator-gpt2
Service for generating cover letter using GPT-2 model, deployed on Google Cloud.
Neural-Network-from-Scratch
Neural Network from Scratch without Keras or Tensorflow
Noise-Regularization-Method-Neural-Network
Adding noise as regularization method to reduce overffiting in neural networks
Numba
Introduction to Numba (CUDA)
Social-Distance-Using-TensorFlow-API-Object
Using Tensorflow API Object to detect persons and calculate the distance between them
Style-Transfer-PyTorch-Keras
Style Transfer using Pytorch and Keras and VGG19 network
Text-Generation-gpt2
Service for generating text using GPT-2 model, deployed on Google Cloud.
Travel-Entity-Recognition
Named Entity Recognition in travel-related documents using RNN
alejandrods's Repositories
alejandrods/Neural-Network-from-Scratch
Neural Network from Scratch without Keras or Tensorflow
alejandrods/Where-is-Wally
Using TF Object Detection API for detecting Waldo in some pictures
alejandrods/Breast-Detection-Keras
Breast Cancer Detection using Keras
alejandrods/Capstone-Project
Capstone_Project Autonomous Car Simulator
alejandrods/DeOldify
A Deep Learning based project for colorizing and restoring old images (and video!) Now available for CPU training!!
alejandrods/Noise-Regularization-Method-Neural-Network
Adding noise as regularization method to reduce overffiting in neural networks
alejandrods/Applied-Machine-Learning
Assignments from Applied Machine Learning Course in Columbia University
alejandrods/cicd-pipeline-train-schedule-cd
Train Schedule sample app for Jenkins Pipelines CD exercises
alejandrods/cicd-pipeline-train-schedule-git
Train Schedule sample app for Git exercises
alejandrods/cicd-pipeline-train-schedule-jenkins
Train Schedule sample app for Jenkins exercises
alejandrods/cicd-pipeline-train-schedule-pipelines
Train Schedule sample app for Jenkins Pipelines exercises
alejandrods/Hacktoberfest_MeetUp
Repositorio para el workshop de HacktoberFest2019
alejandrods/mini-tokyo-3d
A real-time 3D digital map of Tokyo's public transport system
alejandrods/NMFalgorithm_Analysis
The implementation of NMF algorithms and the analysis of their robustness against different types of noise on ORL and YaleB dataset.
alejandrods/Particle-Filter
Particle filter and combine it with a real map to localize a vehicle
alejandrods/PID-Controller
alejandrods/recommendationEngine
A 3-hour workshop for understanding deep learning recommendation systems.
alejandrods/Semantic-Segmentation-Image
Image Segmentation in Tensorflow
alejandrods/Tensorflow-API-traffic-light-detection
Detection of traffic light using TF Object Detection API.
alejandrods/Tracking-Vehicle
Tracking Vehicle